Dataset statistics
| Number of variables | 63 |
|---|---|
| Number of observations | 2261 |
| Missing cells | 6647 |
| Missing cells (%) | 4.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 497.2 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 52 |
| Boolean | 3 |
country has a high cardinality: 105 distinct values | High cardinality |
currency_desc has a high cardinality: 73 distinct values | High cardinality |
currency_symbol has a high cardinality: 73 distinct values | High cardinality |
database_desire_next_year has a high cardinality: 576 distinct values | High cardinality |
database_worked_with has a high cardinality: 594 distinct values | High cardinality |
dev_type has a high cardinality: 995 distinct values | High cardinality |
ethnicity has a high cardinality: 51 distinct values | High cardinality |
job_factors has a high cardinality: 180 distinct values | High cardinality |
language_desire_next_year has a high cardinality: 1335 distinct values | High cardinality |
language_worked_with has a high cardinality: 1271 distinct values | High cardinality |
misc_tech_desire_next_year has a high cardinality: 783 distinct values | High cardinality |
misc_tech_worked_with has a high cardinality: 578 distinct values | High cardinality |
new_collab_tools_desire_next_year has a high cardinality: 402 distinct values | High cardinality |
new_collab_tools_worked_with has a high cardinality: 406 distinct values | High cardinality |
new_job_hunt has a high cardinality: 697 distinct values | High cardinality |
new_job_hunt_research has a high cardinality: 62 distinct values | High cardinality |
new_purchase_research has a high cardinality: 56 distinct values | High cardinality |
new_stuck has a high cardinality: 215 distinct values | High cardinality |
platform_desire_next_year has a high cardinality: 948 distinct values | High cardinality |
platform_worked_with has a high cardinality: 897 distinct values | High cardinality |
webframe_desire_next_year has a high cardinality: 435 distinct values | High cardinality |
webframe_worked_with has a high cardinality: 502 distinct values | High cardinality |
age is highly correlated with years_code and 1 other fields | High correlation |
years_code is highly correlated with age and 1 other fields | High correlation |
years_code_pro is highly correlated with age and 1 other fields | High correlation |
age is highly correlated with years_code and 1 other fields | High correlation |
years_code is highly correlated with age and 1 other fields | High correlation |
years_code_pro is highly correlated with age and 1 other fields | High correlation |
age is highly correlated with years_code and 1 other fields | High correlation |
years_code is highly correlated with age and 1 other fields | High correlation |
years_code_pro is highly correlated with age and 1 other fields | High correlation |
gender is highly correlated with trans | High correlation |
so_part_freq is highly correlated with so_account | High correlation |
currency_symbol is highly correlated with currency_desc | High correlation |
trans is highly correlated with gender | High correlation |
currency_desc is highly correlated with currency_symbol | High correlation |
so_account is highly correlated with so_part_freq | High correlation |
age is highly correlated with years_code and 2 other fields | High correlation |
age_1st_code is highly correlated with age_first_code_cut | High correlation |
age_first_code_cut is highly correlated with age_1st_code | High correlation |
comp_freq is highly correlated with converted_comp and 2 other fields | High correlation |
comp_total is highly correlated with currency_desc and 1 other fields | High correlation |
converted_comp is highly correlated with comp_freq | High correlation |
currency_desc is highly correlated with comp_freq and 4 other fields | High correlation |
currency_symbol is highly correlated with comp_freq and 4 other fields | High correlation |
employment is highly correlated with org_size | High correlation |
ethnicity is highly correlated with currency_desc and 4 other fields | High correlation |
gender is highly correlated with ethnicity and 2 other fields | High correlation |
new_purchase_research is highly correlated with ethnicity and 1 other fields | High correlation |
newso_sites is highly correlated with currency_desc and 2 other fields | High correlation |
org_size is highly correlated with employment | High correlation |
sexuality is highly correlated with ethnicity and 2 other fields | High correlation |
so_account is highly correlated with so_comm | High correlation |
so_comm is highly correlated with so_account and 1 other fields | High correlation |
so_part_freq is highly correlated with so_comm | High correlation |
trans is highly correlated with gender and 1 other fields | High correlation |
years_code is highly correlated with age and 2 other fields | High correlation |
years_code_pro is highly correlated with age and 2 other fields | High correlation |
age_cat is highly correlated with age and 2 other fields | High correlation |
database_desire_next_year has 574 (25.4%) missing values | Missing |
database_worked_with has 327 (14.5%) missing values | Missing |
ethnicity has 169 (7.5%) missing values | Missing |
gender has 33 (1.5%) missing values | Missing |
job_factors has 28 (1.2%) missing values | Missing |
language_desire_next_year has 101 (4.5%) missing values | Missing |
misc_tech_desire_next_year has 307 (13.6%) missing values | Missing |
misc_tech_worked_with has 297 (13.1%) missing values | Missing |
new_collab_tools_desire_next_year has 238 (10.5%) missing values | Missing |
new_collab_tools_worked_with has 69 (3.1%) missing values | Missing |
new_dev_ops_impt has 78 (3.4%) missing values | Missing |
new_job_hunt has 70 (3.1%) missing values | Missing |
new_job_hunt_research has 112 (5.0%) missing values | Missing |
new_learn has 38 (1.7%) missing values | Missing |
new_off_topic has 106 (4.7%) missing values | Missing |
new_purchase_research has 781 (34.5%) missing values | Missing |
new_stuck has 29 (1.3%) missing values | Missing |
org_size has 38 (1.7%) missing values | Missing |
platform_desire_next_year has 196 (8.7%) missing values | Missing |
platform_worked_with has 91 (4.0%) missing values | Missing |
purchase_what has 208 (9.2%) missing values | Missing |
sexuality has 207 (9.2%) missing values | Missing |
so_part_freq has 377 (16.7%) missing values | Missing |
trans has 62 (2.7%) missing values | Missing |
undergrad_major has 110 (4.9%) missing values | Missing |
webframe_desire_next_year has 925 (40.9%) missing values | Missing |
webframe_worked_with has 809 (35.8%) missing values | Missing |
welcome_change has 62 (2.7%) missing values | Missing |
work_week_hrs has 42 (1.9%) missing values | Missing |
comp_total is highly skewed (γ1 = 26.99760535) | Skewed |
respondent has unique values | Unique |
Reproduction
| Analysis started | 2022-08-24 11:10:25.531204 |
|---|---|
| Analysis finished | 2022-08-24 11:11:19.748954 |
| Duration | 54.22 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 2261 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28919.82795 |
| Minimum | 36 |
|---|---|
| Maximum | 62882 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 2279 |
| Q1 | 14033 |
| median | 26119 |
| Q3 | 46996 |
| 95-th percentile | 58954 |
| Maximum | 62882 |
| Range | 62846 |
| Interquartile range (IQR) | 32963 |
Descriptive statistics
| Standard deviation | 18404.37771 |
|---|---|
| Coefficient of variation (CV) | 0.6363930569 |
| Kurtosis | -1.186327816 |
| Mean | 28919.82795 |
| Median Absolute Deviation (MAD) | 15885 |
| Skewness | 0.228296954 |
| Sum | 65387731 |
| Variance | 338721119.1 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 35609 | 1 | < 0.1% |
| 35324 | 1 | < 0.1% |
| 35327 | 1 | < 0.1% |
| 35440 | 1 | < 0.1% |
| 35450 | 1 | < 0.1% |
| 35536 | 1 | < 0.1% |
| 35590 | 1 | < 0.1% |
| 35705 | 1 | < 0.1% |
| 35293 | 1 | < 0.1% |
| Other values (2251) | 2251 |
| Value | Count | Frequency (%) |
| 36 | 1 | |
| 47 | 1 | |
| 69 | 1 | |
| 125 | 1 | |
| 147 | 1 | |
| 152 | 1 | |
| 166 | 1 | |
| 170 | 1 | |
| 187 | 1 | |
| 196 | 1 |
| Value | Count | Frequency (%) |
| 62882 | 1 | |
| 62867 | 1 | |
| 62837 | 1 | |
| 62835 | 1 | |
| 62812 | 1 | |
| 62745 | 1 | |
| 62705 | 1 | |
| 62617 | 1 | |
| 62616 | 1 | |
| 62608 | 1 |
main_branch
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| I am a developer by profession | |
|---|---|
| I am not primarily a developer, but I write code sometimes as part of my work |
Length
| Max length | 77 |
|---|---|
| Median length | 30 |
| Mean length | 40.14418399 |
| Min length | 30 |
Characters and Unicode
| Total characters | 90766 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I am not primarily a developer, but I write code sometimes as part of my work |
|---|---|
| 2nd row | I am a developer by profession |
| 3rd row | I am a developer by profession |
| 4th row | I am not primarily a developer, but I write code sometimes as part of my work |
| 5th row | I am not primarily a developer, but I write code sometimes as part of my work |
Common Values
| Value | Count | Frequency (%) |
| I am a developer by profession | 1773 | |
| I am not primarily a developer, but I write code sometimes as part of my work | 488 | 21.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| i | 2749 | |
| a | 2261 | |
| developer | 2261 | |
| am | 2261 | |
| by | 1773 | |
| profession | 1773 | |
| sometimes | 488 | 2.6% |
| my | 488 | 2.6% |
| of | 488 | 2.6% |
| part | 488 | 2.6% |
| Other values (7) | 3416 |
Most occurring characters
| Value | Count | Frequency (%) |
| 16185 | ||
| e | 10508 | |
| o | 8247 | 9.1% |
| r | 6474 | 7.1% |
| a | 5986 | 6.6% |
| p | 5010 | 5.5% |
| s | 5010 | 5.5% |
| m | 4213 | 4.6% |
| i | 3725 | 4.1% |
| I | 2749 | 3.0% |
| Other values (13) | 22659 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 71344 | |
| Space Separator | 16185 | 17.8% |
| Uppercase Letter | 2749 | 3.0% |
| Other Punctuation | 488 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10508 | |
| o | 8247 | |
| r | 6474 | 9.1% |
| a | 5986 | 8.4% |
| p | 5010 | 7.0% |
| s | 5010 | 7.0% |
| m | 4213 | 5.9% |
| i | 3725 | 5.2% |
| d | 2749 | 3.9% |
| l | 2749 | 3.9% |
| Other values (10) | 16673 |
Space Separator
| Value | Count | Frequency (%) |
| 16185 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 2749 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 488 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 74093 | |
| Common | 16673 | 18.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10508 | |
| o | 8247 | |
| r | 6474 | 8.7% |
| a | 5986 | 8.1% |
| p | 5010 | 6.8% |
| s | 5010 | 6.8% |
| m | 4213 | 5.7% |
| i | 3725 | 5.0% |
| I | 2749 | 3.7% |
| d | 2749 | 3.7% |
| Other values (11) | 19422 |
Common
| Value | Count | Frequency (%) |
| 16185 | ||
| , | 488 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90766 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 16185 | ||
| e | 10508 | |
| o | 8247 | 9.1% |
| r | 6474 | 7.1% |
| a | 5986 | 6.6% |
| p | 5010 | 5.5% |
| s | 5010 | 5.5% |
| m | 4213 | 4.6% |
| i | 3725 | 4.1% |
| I | 2749 | 3.0% |
| Other values (13) | 22659 |
hobbyist
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1833 | |
| False | 428 | 18.9% |
| Distinct | 53 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.90712074 |
| Minimum | 16 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 26 |
| median | 30 |
| Q3 | 36 |
| 95-th percentile | 48 |
| Maximum | 85 |
| Range | 69 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.225540178 |
|---|---|
| Coefficient of variation (CV) | 0.2577963786 |
| Kurtosis | 2.562049469 |
| Mean | 31.90712074 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.343034715 |
| Sum | 72142 |
| Variance | 67.65951122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 161 | 7.1% |
| 30 | 160 | 7.1% |
| 25 | 152 | 6.7% |
| 28 | 146 | 6.5% |
| 29 | 128 | 5.7% |
| 27 | 118 | 5.2% |
| 31 | 111 | 4.9% |
| 24 | 109 | 4.8% |
| 23 | 108 | 4.8% |
| 32 | 98 | 4.3% |
| Other values (43) | 970 |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 18 | 6 | 0.3% |
| 19 | 6 | 0.3% |
| 20 | 9 | 0.4% |
| 21 | 32 | 1.4% |
| 22 | 75 | |
| 23 | 108 | |
| 24 | 109 | |
| 25 | 152 | |
| 26 | 161 |
| Value | Count | Frequency (%) |
| 85 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 64 | 1 | < 0.1% |
| 63 | 6 | |
| 62 | 1 | < 0.1% |
| 61 | 2 | 0.1% |
| 60 | 1 | < 0.1% |
| Distinct | 36 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.93321539 |
| Minimum | 5 |
|---|---|
| Maximum | 45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 12 |
| median | 15 |
| Q3 | 18 |
| 95-th percentile | 23 |
| Maximum | 45 |
| Range | 40 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.767279494 |
|---|---|
| Coefficient of variation (CV) | 0.3192399874 |
| Kurtosis | 2.159029838 |
| Mean | 14.93321539 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8216747217 |
| Sum | 33764 |
| Variance | 22.72695377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 230 | |
| 12 | 220 | |
| 15 | 206 | 9.1% |
| 18 | 189 | 8.4% |
| 16 | 183 | 8.1% |
| 10 | 178 | 7.9% |
| 13 | 148 | 6.5% |
| 17 | 133 | 5.9% |
| 19 | 120 | 5.3% |
| 11 | 107 | 4.7% |
| Other values (26) | 547 |
| Value | Count | Frequency (%) |
| 5 | 18 | 0.8% |
| 6 | 27 | 1.2% |
| 7 | 38 | 1.7% |
| 8 | 84 | 3.7% |
| 9 | 65 | 2.9% |
| 10 | 178 | |
| 11 | 107 | |
| 12 | 220 | |
| 13 | 148 | |
| 14 | 230 |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 33 | 4 | |
| 32 | 1 | < 0.1% |
| 31 | 2 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| adult | |
|---|---|
| child |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11305 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | adult |
|---|---|
| 2nd row | child |
| 3rd row | child |
| 4th row | adult |
| 5th row | adult |
Common Values
| Value | Count | Frequency (%) |
| adult | 1376 | |
| child | 885 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| adult | 1376 | |
| child | 885 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 2261 | |
| l | 2261 | |
| a | 1376 | |
| u | 1376 | |
| t | 1376 | |
| c | 885 | 7.8% |
| h | 885 | 7.8% |
| i | 885 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11305 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 2261 | |
| l | 2261 | |
| a | 1376 | |
| u | 1376 | |
| t | 1376 | |
| c | 885 | 7.8% |
| h | 885 | 7.8% |
| i | 885 | 7.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11305 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 2261 | |
| l | 2261 | |
| a | 1376 | |
| u | 1376 | |
| t | 1376 | |
| c | 885 | 7.8% |
| h | 885 | 7.8% |
| i | 885 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11305 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 2261 | |
| l | 2261 | |
| a | 1376 | |
| u | 1376 | |
| t | 1376 | |
| c | 885 | 7.8% |
| h | 885 | 7.8% |
| i | 885 | 7.8% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| Yearly | |
|---|---|
| Monthly | |
| Weekly | 62 |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.380804954 |
| Min length | 6 |
Characters and Unicode
| Total characters | 14427 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yearly |
|---|---|
| 2nd row | Yearly |
| 3rd row | Yearly |
| 4th row | Monthly |
| 5th row | Yearly |
Common Values
| Value | Count | Frequency (%) |
| Yearly | 1338 | |
| Monthly | 861 | |
| Weekly | 62 | 2.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| yearly | 1338 | |
| monthly | 861 | |
| weekly | 62 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 2261 | |
| y | 2261 | |
| e | 1462 | |
| Y | 1338 | |
| a | 1338 | |
| r | 1338 | |
| M | 861 | 6.0% |
| o | 861 | 6.0% |
| n | 861 | 6.0% |
| t | 861 | 6.0% |
| Other values (3) | 985 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 12166 | |
| Uppercase Letter | 2261 | 15.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 2261 | |
| y | 2261 | |
| e | 1462 | |
| a | 1338 | |
| r | 1338 | |
| o | 861 | 7.1% |
| n | 861 | 7.1% |
| t | 861 | 7.1% |
| h | 861 | 7.1% |
| k | 62 | 0.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 1338 | |
| M | 861 | |
| W | 62 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14427 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 2261 | |
| y | 2261 | |
| e | 1462 | |
| Y | 1338 | |
| a | 1338 | |
| r | 1338 | |
| M | 861 | 6.0% |
| o | 861 | 6.0% |
| n | 861 | 6.0% |
| t | 861 | 6.0% |
| Other values (3) | 985 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14427 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 2261 | |
| y | 2261 | |
| e | 1462 | |
| Y | 1338 | |
| a | 1338 | |
| r | 1338 | |
| M | 861 | 6.0% |
| o | 861 | 6.0% |
| n | 861 | 6.0% |
| t | 861 | 6.0% |
| Other values (3) | 985 |
| Distinct | 555 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3238166.69 |
| Minimum | 0 |
|---|---|
| Maximum | 1900000000 |
| Zeros | 5 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1800 |
| Q1 | 27010 |
| median | 70000 |
| Q3 | 143000 |
| 95-th percentile | 1200000 |
| Maximum | 1900000000 |
| Range | 1900000000 |
| Interquartile range (IQR) | 115990 |
Descriptive statistics
| Standard deviation | 55932374.69 |
|---|---|
| Coefficient of variation (CV) | 17.27285221 |
| Kurtosis | 803.4420516 |
| Mean | 3238166.69 |
| Median Absolute Deviation (MAD) | 54000 |
| Skewness | 26.99760535 |
| Sum | 7321494887 |
| Variance | 3.128430538 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 65 | 2.9% |
| 50000 | 59 | 2.6% |
| 100000 | 45 | 2.0% |
| 120000 | 44 | 1.9% |
| 90000 | 39 | 1.7% |
| 150000 | 39 | 1.7% |
| 200000 | 39 | 1.7% |
| 110000 | 36 | 1.6% |
| 70000 | 35 | 1.5% |
| 55000 | 35 | 1.5% |
| Other values (545) | 1825 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 2 | 0.1% |
| 6 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 140 | 1 | < 0.1% |
| 188 | 1 | < 0.1% |
| 200 | 2 | 0.1% |
| 250 | 1 | < 0.1% |
| 300 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1900000000 | 1 | |
| 1425000000 | 1 | |
| 900000000 | 1 | |
| 525000000 | 1 | |
| 440000000 | 1 | |
| 200000000 | 1 | |
| 180000000 | 1 | |
| 150000000 | 1 | |
| 120000000 | 2 | |
| 100000000 | 1 |
| Distinct | 1178 |
|---|---|
| Distinct (%) | 52.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119574.7174 |
| Minimum | 0 |
|---|---|
| Maximum | 2000000 |
| Zeros | 9 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6360 |
| Q1 | 27492 |
| median | 58373 |
| Q3 | 104208 |
| 95-th percentile | 325000 |
| Maximum | 2000000 |
| Range | 2000000 |
| Interquartile range (IQR) | 76716 |
Descriptive statistics
| Standard deviation | 265556.0729 |
|---|---|
| Coefficient of variation (CV) | 2.220837972 |
| Kurtosis | 32.81638818 |
| Mean | 119574.7174 |
| Median Absolute Deviation (MAD) | 35165 |
| Skewness | 5.481555966 |
| Sum | 270358436 |
| Variance | 7.052002786 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64859 | 29 | 1.3% |
| 2000000 | 27 | 1.2% |
| 54049 | 23 | 1.0% |
| 110000 | 23 | 1.0% |
| 200000 | 22 | 1.0% |
| 120000 | 19 | 0.8% |
| 75669 | 18 | 0.8% |
| 130000 | 18 | 0.8% |
| 1000000 | 18 | 0.8% |
| 70264 | 17 | 0.8% |
| Other values (1168) | 2047 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 24 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 94 | 1 | < 0.1% |
| 188 | 1 | < 0.1% |
| 698 | 1 | < 0.1% |
| 840 | 1 | < 0.1% |
| 876 | 1 | < 0.1% |
| 936 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2000000 | 27 | |
| 1920000 | 2 | 0.1% |
| 1800000 | 1 | < 0.1% |
| 1560000 | 1 | < 0.1% |
| 1440000 | 1 | < 0.1% |
| 1356000 | 1 | < 0.1% |
| 1344000 | 1 | < 0.1% |
| 1260000 | 1 | < 0.1% |
| 1200000 | 1 | < 0.1% |
| 1080000 | 1 | < 0.1% |
| Distinct | 105 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| United States | |
|---|---|
| India | |
| Germany | |
| United Kingdom | |
| France | 81 |
| Other values (100) |
Length
| Max length | 36 |
|---|---|
| Median length | 22 |
| Mean length | 9.232198142 |
| Min length | 4 |
Characters and Unicode
| Total characters | 20874 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | United Kingdom |
|---|---|
| 2nd row | United Kingdom |
| 3rd row | France |
| 4th row | United States |
| 5th row | Canada |
Common Values
| Value | Count | Frequency (%) |
| United States | 544 | |
| India | 186 | 8.2% |
| Germany | 167 | 7.4% |
| United Kingdom | 157 | 6.9% |
| France | 81 | 3.6% |
| Brazil | 80 | 3.5% |
| Canada | 75 | 3.3% |
| Spain | 65 | 2.9% |
| Australia | 55 | 2.4% |
| Netherlands | 54 | 2.4% |
| Other values (95) | 797 |
Length
| Value | Count | Frequency (%) |
| united | 707 | |
| states | 544 | |
| india | 186 | 6.0% |
| germany | 167 | 5.3% |
| kingdom | 157 | 5.0% |
| france | 81 | 2.6% |
| brazil | 80 | 2.6% |
| canada | 75 | 2.4% |
| spain | 65 | 2.1% |
| australia | 55 | 1.8% |
| Other values (113) | 1007 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2347 | |
| e | 2213 | 10.6% |
| t | 2157 | 10.3% |
| n | 2005 | 9.6% |
| i | 1763 | 8.4% |
| d | 1427 | 6.8% |
| s | 875 | 4.2% |
| 863 | 4.1% | |
| r | 841 | 4.0% |
| S | 745 | 3.6% |
| Other values (44) | 5638 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16846 | |
| Uppercase Letter | 3130 | 15.0% |
| Space Separator | 863 | 4.1% |
| Other Punctuation | 23 | 0.1% |
| Open Punctuation | 6 | < 0.1% |
| Close Punctuation | 6 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2347 | |
| e | 2213 | |
| t | 2157 | |
| n | 2005 | |
| i | 1763 | |
| d | 1427 | |
| s | 875 | 5.2% |
| r | 841 | 5.0% |
| l | 534 | 3.2% |
| o | 423 | 2.5% |
| Other values (15) | 2261 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 745 | |
| U | 732 | |
| I | 292 | 9.3% |
| G | 188 | 6.0% |
| K | 175 | 5.6% |
| F | 143 | 4.6% |
| C | 140 | 4.5% |
| B | 126 | 4.0% |
| A | 118 | 3.8% |
| N | 110 | 3.5% |
| Other values (13) | 361 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 21 | |
| , | 1 | 4.3% |
| ' | 1 | 4.3% |
Space Separator
| Value | Count | Frequency (%) |
| 863 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19976 | |
| Common | 898 | 4.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2347 | |
| e | 2213 | |
| t | 2157 | |
| n | 2005 | |
| i | 1763 | 8.8% |
| d | 1427 | 7.1% |
| s | 875 | 4.4% |
| r | 841 | 4.2% |
| S | 745 | 3.7% |
| U | 732 | 3.7% |
| Other values (38) | 4871 |
Common
| Value | Count | Frequency (%) |
| 863 | ||
| . | 21 | 2.3% |
| ( | 6 | 0.7% |
| ) | 6 | 0.7% |
| , | 1 | 0.1% |
| ' | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20873 | |
| None | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2347 | |
| e | 2213 | 10.6% |
| t | 2157 | 10.3% |
| n | 2005 | 9.6% |
| i | 1763 | 8.4% |
| d | 1427 | 6.8% |
| s | 875 | 4.2% |
| 863 | 4.1% | |
| r | 841 | 4.0% |
| S | 745 | 3.6% |
| Other values (43) | 5637 |
None
| Value | Count | Frequency (%) |
| ô | 1 |
| Distinct | 73 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| United States dollar | |
|---|---|
| European Euro | |
| Indian rupee | |
| Pound sterling | |
| Brazilian real | |
| Other values (68) |
Length
| Max length | 39 |
|---|---|
| Median length | 27 |
| Mean length | 15.29500221 |
| Min length | 9 |
Characters and Unicode
| Total characters | 34582 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Pound sterling |
|---|---|
| 2nd row | Pound sterling |
| 3rd row | European Euro |
| 4th row | United States dollar |
| 5th row | Canadian dollar |
Common Values
| Value | Count | Frequency (%) |
| United States dollar | 597 | |
| European Euro | 557 | |
| Indian rupee | 182 | 8.0% |
| Pound sterling | 158 | 7.0% |
| Brazilian real | 79 | 3.5% |
| Canadian dollar | 75 | 3.3% |
| Australian dollar | 55 | 2.4% |
| Russian ruble | 43 | 1.9% |
| Swiss franc | 40 | 1.8% |
| Swedish krona | 37 | 1.6% |
| Other values (63) | 438 |
Length
| Value | Count | Frequency (%) |
| dollar | 754 | |
| united | 602 | |
| states | 597 | |
| european | 557 | |
| euro | 557 | |
| rupee | 219 | 4.2% |
| indian | 182 | 3.5% |
| pound | 160 | 3.1% |
| sterling | 158 | 3.0% |
| brazilian | 79 | 1.5% |
| Other values (122) | 1352 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3437 | 9.9% |
| e | 3001 | 8.7% |
| r | 2965 | 8.6% |
| 2956 | 8.5% | |
| n | 2835 | 8.2% |
| o | 2384 | 6.9% |
| l | 2194 | 6.3% |
| t | 2152 | 6.2% |
| i | 1886 | 5.5% |
| d | 1880 | 5.4% |
| Other values (40) | 8892 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 28131 | |
| Uppercase Letter | 3495 | 10.1% |
| Space Separator | 2956 | 8.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3437 | |
| e | 3001 | |
| r | 2965 | |
| n | 2835 | |
| o | 2384 | |
| l | 2194 | |
| t | 2152 | |
| i | 1886 | |
| d | 1880 | |
| u | 1773 | |
| Other values (15) | 3624 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1120 | |
| S | 710 | |
| U | 620 | |
| I | 228 | 6.5% |
| P | 227 | 6.5% |
| C | 132 | 3.8% |
| A | 95 | 2.7% |
| B | 94 | 2.7% |
| R | 57 | 1.6% |
| N | 51 | 1.5% |
| Other values (14) | 161 | 4.6% |
Space Separator
| Value | Count | Frequency (%) |
| 2956 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 31626 | |
| Common | 2956 | 8.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3437 | |
| e | 3001 | |
| r | 2965 | |
| n | 2835 | 9.0% |
| o | 2384 | 7.5% |
| l | 2194 | 6.9% |
| t | 2152 | 6.8% |
| i | 1886 | 6.0% |
| d | 1880 | 5.9% |
| u | 1773 | 5.6% |
| Other values (39) | 7119 |
Common
| Value | Count | Frequency (%) |
| 2956 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34582 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3437 | 9.9% |
| e | 3001 | 8.7% |
| r | 2965 | 8.6% |
| 2956 | 8.5% | |
| n | 2835 | 8.2% |
| o | 2384 | 6.9% |
| l | 2194 | 6.3% |
| t | 2152 | 6.2% |
| i | 1886 | 5.5% |
| d | 1880 | 5.4% |
| Other values (40) | 8892 |
| Distinct | 73 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| USD | |
|---|---|
| EUR | |
| INR | |
| GBP | |
| BRL | |
| Other values (68) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6783 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | GBP |
|---|---|
| 2nd row | GBP |
| 3rd row | EUR |
| 4th row | USD |
| 5th row | CAD |
Common Values
| Value | Count | Frequency (%) |
| USD | 597 | |
| EUR | 557 | |
| INR | 182 | 8.0% |
| GBP | 158 | 7.0% |
| BRL | 79 | 3.5% |
| CAD | 75 | 3.3% |
| AUD | 55 | 2.4% |
| RUB | 43 | 1.9% |
| CHF | 40 | 1.8% |
| SEK | 37 | 1.6% |
| Other values (63) | 438 |
Length
| Value | Count | Frequency (%) |
| usd | 597 | |
| eur | 557 | |
| inr | 182 | 8.0% |
| gbp | 158 | 7.0% |
| brl | 79 | 3.5% |
| cad | 75 | 3.3% |
| aud | 55 | 2.4% |
| rub | 43 | 1.9% |
| chf | 40 | 1.8% |
| sek | 37 | 1.6% |
| Other values (63) | 438 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 1284 | |
| R | 1011 | |
| D | 802 | |
| S | 684 | |
| E | 608 | |
| N | 322 | 4.7% |
| B | 299 | 4.4% |
| P | 271 | 4.0% |
| I | 228 | 3.4% |
| G | 190 | 2.8% |
| Other values (16) | 1084 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 6783 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 1284 | |
| R | 1011 | |
| D | 802 | |
| S | 684 | |
| E | 608 | |
| N | 322 | 4.7% |
| B | 299 | 4.4% |
| P | 271 | 4.0% |
| I | 228 | 3.4% |
| G | 190 | 2.8% |
| Other values (16) | 1084 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6783 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 1284 | |
| R | 1011 | |
| D | 802 | |
| S | 684 | |
| E | 608 | |
| N | 322 | 4.7% |
| B | 299 | 4.4% |
| P | 271 | 4.0% |
| I | 228 | 3.4% |
| G | 190 | 2.8% |
| Other values (16) | 1084 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 1284 | |
| R | 1011 | |
| D | 802 | |
| S | 684 | |
| E | 608 | |
| N | 322 | 4.7% |
| B | 299 | 4.4% |
| P | 271 | 4.0% |
| I | 228 | 3.4% |
| G | 190 | 2.8% |
| Other values (16) | 1084 |
| Distinct | 576 |
|---|---|
| Distinct (%) | 34.1% |
| Missing | 574 |
| Missing (%) | 25.4% |
| Memory size | 17.8 KiB |
| PostgreSQL | 124 |
|---|---|
| PostgreSQL;SQLite | 57 |
| MongoDB | 54 |
| MySQL | 49 |
| Microsoft SQL Server | 49 |
| Other values (571) |
Length
| Max length | 133 |
|---|---|
| Median length | 85 |
| Mean length | 28.02489627 |
| Min length | 5 |
Characters and Unicode
| Total characters | 47278 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 376 ? |
|---|---|
| Unique (%) | 22.3% |
Sample
| 1st row | Microsoft SQL Server;MongoDB;SQLite |
|---|---|
| 2nd row | PostgreSQL;SQLite |
| 3rd row | PostgreSQL |
| 4th row | PostgreSQL |
| 5th row | Redis |
Common Values
| Value | Count | Frequency (%) |
| PostgreSQL | 124 | 5.5% |
| PostgreSQL;SQLite | 57 | 2.5% |
| MongoDB | 54 | 2.4% |
| MySQL | 49 | 2.2% |
| Microsoft SQL Server | 49 | 2.2% |
| Elasticsearch;PostgreSQL | 34 | 1.5% |
| PostgreSQL;Redis | 34 | 1.5% |
| SQLite | 34 | 1.5% |
| MongoDB;PostgreSQL | 25 | 1.1% |
| Elasticsearch | 23 | 1.0% |
| Other values (566) | 1204 | |
| (Missing) | 574 |
Length
| Value | Count | Frequency (%) |
| sql | 342 | 14.2% |
| microsoft | 175 | 7.2% |
| postgresql | 124 | 5.1% |
| server | 62 | 2.6% |
| postgresql;sqlite | 57 | 2.4% |
| mongodb | 54 | 2.2% |
| mysql | 49 | 2.0% |
| elasticsearch;microsoft | 37 | 1.5% |
| elasticsearch;postgresql | 34 | 1.4% |
| postgresql;redis | 34 | 1.4% |
| Other values (491) | 1447 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3722 | 7.9% |
| s | 3525 | 7.5% |
| ; | 3359 | 7.1% |
| r | 3254 | 6.9% |
| o | 3133 | 6.6% |
| a | 2826 | 6.0% |
| S | 2585 | 5.5% |
| i | 2254 | 4.8% |
| L | 2243 | 4.7% |
| Q | 2243 | 4.7% |
| Other values (25) | 18134 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 29238 | |
| Uppercase Letter | 13909 | |
| Other Punctuation | 3359 | 7.1% |
| Space Separator | 728 | 1.5% |
| Decimal Number | 44 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3722 | |
| s | 3525 | |
| r | 3254 | |
| o | 3133 | |
| a | 2826 | |
| i | 2254 | |
| t | 2241 | |
| c | 1662 | |
| g | 1529 | 5.2% |
| n | 1085 | 3.7% |
| Other values (9) | 4007 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2585 | |
| L | 2243 | |
| Q | 2243 | |
| M | 1776 | |
| D | 1293 | |
| B | 1138 | |
| P | 878 | 6.3% |
| E | 537 | 3.9% |
| R | 489 | 3.5% |
| C | 305 | 2.2% |
| Other values (3) | 422 | 3.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 3359 |
Space Separator
| Value | Count | Frequency (%) |
| 728 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 44 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 43147 | |
| Common | 4131 | 8.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3722 | 8.6% |
| s | 3525 | 8.2% |
| r | 3254 | 7.5% |
| o | 3133 | 7.3% |
| a | 2826 | 6.5% |
| S | 2585 | 6.0% |
| i | 2254 | 5.2% |
| L | 2243 | 5.2% |
| Q | 2243 | 5.2% |
| t | 2241 | 5.2% |
| Other values (22) | 15121 |
Common
| Value | Count | Frequency (%) |
| ; | 3359 | |
| 728 | 17.6% | |
| 2 | 44 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47278 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3722 | 7.9% |
| s | 3525 | 7.5% |
| ; | 3359 | 7.1% |
| r | 3254 | 6.9% |
| o | 3133 | 6.6% |
| a | 2826 | 6.0% |
| S | 2585 | 5.5% |
| i | 2254 | 4.8% |
| L | 2243 | 4.7% |
| Q | 2243 | 4.7% |
| Other values (25) | 18134 |
| Distinct | 594 |
|---|---|
| Distinct (%) | 30.7% |
| Missing | 327 |
| Missing (%) | 14.5% |
| Memory size | 17.8 KiB |
| PostgreSQL | 116 |
|---|---|
| Microsoft SQL Server | 105 |
| MySQL | 86 |
| SQLite | 43 |
| MySQL;PostgreSQL | 42 |
| Other values (589) |
Length
| Max length | 133 |
|---|---|
| Median length | 92 |
| Mean length | 29.38883144 |
| Min length | 5 |
Characters and Unicode
| Total characters | 56838 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 374 ? |
|---|---|
| Unique (%) | 19.3% |
Sample
| 1st row | IBM DB2;Microsoft SQL Server;MongoDB;SQLite |
|---|---|
| 2nd row | Microsoft SQL Server;Oracle;PostgreSQL;SQLite |
| 3rd row | MongoDB |
| 4th row | PostgreSQL |
| 5th row | MariaDB |
Common Values
| Value | Count | Frequency (%) |
| PostgreSQL | 116 | 5.1% |
| Microsoft SQL Server | 105 | 4.6% |
| MySQL | 86 | 3.8% |
| SQLite | 43 | 1.9% |
| MySQL;PostgreSQL | 42 | 1.9% |
| PostgreSQL;SQLite | 40 | 1.8% |
| MySQL;SQLite | 36 | 1.6% |
| MySQL;PostgreSQL;SQLite | 35 | 1.5% |
| MongoDB | 34 | 1.5% |
| Oracle | 28 | 1.2% |
| Other values (584) | 1369 | |
| (Missing) | 327 | 14.5% |
Length
| Value | Count | Frequency (%) |
| sql | 656 | 19.8% |
| microsoft | 373 | 11.2% |
| server | 117 | 3.5% |
| postgresql | 116 | 3.5% |
| mysql | 86 | 2.6% |
| elasticsearch;microsoft | 58 | 1.7% |
| ibm | 50 | 1.5% |
| mariadb;microsoft | 49 | 1.5% |
| sqlite | 43 | 1.3% |
| mysql;postgresql | 42 | 1.3% |
| Other values (445) | 1727 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4614 | 8.1% |
| r | 4313 | 7.6% |
| S | 4086 | 7.2% |
| ; | 4075 | 7.2% |
| o | 3700 | 6.5% |
| Q | 3430 | 6.0% |
| L | 3430 | 6.0% |
| s | 3274 | 5.8% |
| t | 2831 | 5.0% |
| i | 2686 | 4.7% |
| Other values (25) | 20399 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 32735 | |
| Uppercase Letter | 18574 | |
| Other Punctuation | 4075 | 7.2% |
| Space Separator | 1383 | 2.4% |
| Decimal Number | 71 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4614 | |
| r | 4313 | |
| o | 3700 | |
| s | 3274 | |
| t | 2831 | |
| i | 2686 | |
| a | 2444 | |
| c | 1859 | |
| g | 1601 | 4.9% |
| y | 1157 | 3.5% |
| Other values (9) | 4256 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 4086 | |
| Q | 3430 | |
| L | 3430 | |
| M | 2630 | |
| D | 1273 | 6.9% |
| B | 1192 | 6.4% |
| P | 1004 | 5.4% |
| E | 406 | 2.2% |
| R | 380 | 2.0% |
| O | 353 | 1.9% |
| Other values (3) | 390 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 4075 |
Space Separator
| Value | Count | Frequency (%) |
| 1383 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 71 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 51309 | |
| Common | 5529 | 9.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4614 | 9.0% |
| r | 4313 | 8.4% |
| S | 4086 | 8.0% |
| o | 3700 | 7.2% |
| Q | 3430 | 6.7% |
| L | 3430 | 6.7% |
| s | 3274 | 6.4% |
| t | 2831 | 5.5% |
| i | 2686 | 5.2% |
| M | 2630 | 5.1% |
| Other values (22) | 16315 |
Common
| Value | Count | Frequency (%) |
| ; | 4075 | |
| 1383 | 25.0% | |
| 2 | 71 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4614 | 8.1% |
| r | 4313 | 7.6% |
| S | 4086 | 7.2% |
| ; | 4075 | 7.2% |
| o | 3700 | 6.5% |
| Q | 3430 | 6.0% |
| L | 3430 | 6.0% |
| s | 3274 | 5.8% |
| t | 2831 | 5.0% |
| i | 2686 | 4.7% |
| Other values (25) | 20399 |
| Distinct | 995 |
|---|---|
| Distinct (%) | 44.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| Data scientist or machine learning specialist | |
|---|---|
| Data or business analyst;Data scientist or machine learning specialist | 115 |
| Data scientist or machine learning specialist;Developer, back-end | 88 |
| Academic researcher;Data scientist or machine learning specialist | 59 |
| Academic researcher;Data scientist or machine learning specialist;Scientist | 53 |
| Other values (990) |
Length
| Max length | 531 |
|---|---|
| Median length | 364 |
| Mean length | 118.5696594 |
| Min length | 45 |
Characters and Unicode
| Total characters | 268086 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 806 ? |
|---|---|
| Unique (%) | 35.6% |
Sample
| 1st row | Data or business analyst;Data scientist or machine learning specialist |
|---|---|
| 2nd row | Data scientist or machine learning specialist;Developer, back-end;Developer, QA or test;Engineer, data;Scientist |
| 3rd row | Data scientist or machine learning specialist;Database administrator;Developer, back-end;Developer, full-stack;Engineer, data |
| 4th row | Data scientist or machine learning specialist;Scientist |
| 5th row | Data scientist or machine learning specialist;Database administrator;Designer;Developer, back-end;Developer, front-end;Developer, full-stack |
Common Values
| Value | Count | Frequency (%) |
| Data scientist or machine learning specialist | 198 | 8.8% |
| Data or business analyst;Data scientist or machine learning specialist | 115 | 5.1% |
| Data scientist or machine learning specialist;Developer, back-end | 88 | 3.9% |
| Academic researcher;Data scientist or machine learning specialist | 59 | 2.6% |
| Academic researcher;Data scientist or machine learning specialist;Scientist | 53 | 2.3% |
| Data scientist or machine learning specialist;Developer, full-stack | 48 | 2.1% |
| Data scientist or machine learning specialist;Engineer, data | 46 | 2.0% |
| Data scientist or machine learning specialist;Developer, back-end;Engineer, data | 40 | 1.8% |
| Data or business analyst;Data scientist or machine learning specialist;Engineer, data | 37 | 1.6% |
| Data scientist or machine learning specialist;Scientist | 36 | 1.6% |
| Other values (985) | 1541 |
Length
| Value | Count | Frequency (%) |
| or | 3875 | |
| scientist | 2261 | 9.3% |
| learning | 2261 | 9.3% |
| machine | 2261 | 9.3% |
| data | 2028 | 8.3% |
| specialist;developer | 1051 | 4.3% |
| back-end;developer | 709 | 2.9% |
| business | 680 | 2.8% |
| analyst;data | 680 | 2.8% |
| academic | 585 | 2.4% |
| Other values (179) | 8022 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 32112 | |
| a | 23745 | 8.9% |
| 22152 | 8.3% | |
| i | 22006 | 8.2% |
| s | 18221 | 6.8% |
| t | 18039 | 6.7% |
| n | 17162 | 6.4% |
| r | 15992 | 6.0% |
| c | 12715 | 4.7% |
| l | 11701 | 4.4% |
| Other values (26) | 74241 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 220731 | |
| Space Separator | 22152 | 8.3% |
| Other Punctuation | 12110 | 4.5% |
| Uppercase Letter | 10820 | 4.0% |
| Dash Punctuation | 2273 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 32112 | |
| a | 23745 | |
| i | 22006 | |
| s | 18221 | |
| t | 18039 | |
| n | 17162 | |
| r | 15992 | |
| c | 12715 | 5.8% |
| l | 11701 | 5.3% |
| o | 10172 | 4.6% |
| Other values (12) | 38866 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 7223 | |
| E | 1214 | 11.2% |
| S | 859 | 7.9% |
| A | 731 | 6.8% |
| O | 314 | 2.9% |
| P | 227 | 2.1% |
| Q | 146 | 1.3% |
| V | 79 | 0.7% |
| M | 27 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 7795 | |
| , | 4236 | |
| / | 79 | 0.7% |
Space Separator
| Value | Count | Frequency (%) |
| 22152 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2273 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 231551 | |
| Common | 36535 | 13.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 32112 | |
| a | 23745 | |
| i | 22006 | |
| s | 18221 | 7.9% |
| t | 18039 | 7.8% |
| n | 17162 | 7.4% |
| r | 15992 | 6.9% |
| c | 12715 | 5.5% |
| l | 11701 | 5.1% |
| o | 10172 | 4.4% |
| Other values (21) | 49686 |
Common
| Value | Count | Frequency (%) |
| 22152 | ||
| ; | 7795 | 21.3% |
| , | 4236 | 11.6% |
| - | 2273 | 6.2% |
| / | 79 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 268086 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 32112 | |
| a | 23745 | 8.9% |
| 22152 | 8.3% | |
| i | 22006 | 8.2% |
| s | 18221 | 6.8% |
| t | 18039 | 6.7% |
| n | 17162 | 6.4% |
| r | 15992 | 6.0% |
| c | 12715 | 4.7% |
| l | 11701 | 4.4% |
| Other values (26) | 74241 |
ed_level
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 15 |
| Missing (%) | 0.7% |
| Memory size | 17.8 KiB |
| Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | |
|---|---|
| Bachelor’s degree (B.A., B.S., B.Eng., etc.) | |
| Other doctoral degree (Ph.D., Ed.D., etc.) | |
| Some college/university study without earning a degree | |
| Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | 27 |
| Other values (4) | 44 |
Length
| Max length | 82 |
|---|---|
| Median length | 54 |
| Mean length | 45.78895815 |
| Min length | 25 |
Characters and Unicode
| Total characters | 102842 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Some college/university study without earning a degree |
|---|---|
| 2nd row | Other doctoral degree (Ph.D., Ed.D., etc.) |
| 3rd row | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) |
| 4th row | Other doctoral degree (Ph.D., Ed.D., etc.) |
| 5th row | Bachelor’s degree (B.A., B.S., B.Eng., etc.) |
Common Values
| Value | Count | Frequency (%) |
| Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | 961 | |
| Bachelor’s degree (B.A., B.S., B.Eng., etc.) | 743 | |
| Other doctoral degree (Ph.D., Ed.D., etc.) | 346 | 15.3% |
| Some college/university study without earning a degree | 125 | 5.5% |
| Secondary school (e.g. American high school, German Realschule or Gymnasium, etc.) | 27 | 1.2% |
| Professional degree (JD, MD, etc.) | 18 | 0.8% |
| Associate degree (A.A., A.S., etc.) | 16 | 0.7% |
| I never completed any formal education | 5 | 0.2% |
| Primary/elementary school | 5 | 0.2% |
| (Missing) | 15 | 0.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| degree | 2209 | |
| etc | 2111 | |
| master’s | 961 | 6.6% |
| m.a | 961 | 6.6% |
| m.s | 961 | 6.6% |
| m.eng | 961 | 6.6% |
| mba | 961 | 6.6% |
| bachelor’s | 743 | 5.1% |
| b.a | 743 | 5.1% |
| b.s | 743 | 5.1% |
| Other values (33) | 3289 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 13837 | |
| 12397 | 12.1% | |
| e | 11649 | 11.3% |
| , | 6887 | 6.7% |
| r | 5006 | 4.9% |
| M | 4823 | 4.7% |
| t | 4295 | 4.2% |
| g | 4217 | 4.1% |
| B | 3933 | 3.8% |
| c | 3491 | 3.4% |
| Other values (29) | 32307 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 46684 | |
| Other Punctuation | 20854 | |
| Uppercase Letter | 16981 | 16.5% |
| Space Separator | 12397 | 12.1% |
| Close Punctuation | 2111 | 2.1% |
| Open Punctuation | 2111 | 2.1% |
| Final Punctuation | 1704 | 1.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 11649 | |
| r | 5006 | |
| t | 4295 | 9.2% |
| g | 4217 | 9.0% |
| c | 3491 | 7.5% |
| s | 3096 | 6.6% |
| d | 3063 | 6.6% |
| a | 2494 | 5.3% |
| n | 2225 | 4.8% |
| o | 2049 | 4.4% |
| Other values (10) | 5099 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 4823 | |
| B | 3933 | |
| A | 2756 | |
| E | 2050 | |
| S | 1872 | 11.0% |
| D | 728 | 4.3% |
| P | 369 | 2.2% |
| O | 346 | 2.0% |
| G | 54 | 0.3% |
| R | 27 | 0.2% |
| Other values (2) | 23 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 13837 | |
| , | 6887 | |
| / | 130 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 12397 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2111 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2111 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1704 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63665 | |
| Common | 39177 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 11649 | |
| r | 5006 | 7.9% |
| M | 4823 | 7.6% |
| t | 4295 | 6.7% |
| g | 4217 | 6.6% |
| B | 3933 | 6.2% |
| c | 3491 | 5.5% |
| s | 3096 | 4.9% |
| d | 3063 | 4.8% |
| A | 2756 | 4.3% |
| Other values (22) | 17336 |
Common
| Value | Count | Frequency (%) |
| . | 13837 | |
| 12397 | ||
| , | 6887 | |
| ) | 2111 | 5.4% |
| ( | 2111 | 5.4% |
| ’ | 1704 | 4.3% |
| / | 130 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 101138 | |
| Punctuation | 1704 | 1.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 13837 | |
| 12397 | ||
| e | 11649 | 11.5% |
| , | 6887 | 6.8% |
| r | 5006 | 4.9% |
| M | 4823 | 4.8% |
| t | 4295 | 4.2% |
| g | 4217 | 4.2% |
| B | 3933 | 3.9% |
| c | 3491 | 3.5% |
| Other values (28) | 30603 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1704 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| Employed full-time | |
|---|---|
| Independent contractor, freelancer, or self-employed | |
| Employed part-time | 96 |
Length
| Max length | 52 |
|---|---|
| Median length | 18 |
| Mean length | 21.0075188 |
| Min length | 18 |
Characters and Unicode
| Total characters | 47498 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Employed full-time |
|---|---|
| 2nd row | Employed full-time |
| 3rd row | Employed full-time |
| 4th row | Employed full-time |
| 5th row | Employed full-time |
Common Values
| Value | Count | Frequency (%) |
| Employed full-time | 1965 | |
| Independent contractor, freelancer, or self-employed | 200 | 8.8% |
| Employed part-time | 96 | 4.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| employed | 2061 | |
| full-time | 1965 | |
| independent | 200 | 3.9% |
| contractor | 200 | 3.9% |
| freelancer | 200 | 3.9% |
| or | 200 | 3.9% |
| self-employed | 200 | 3.9% |
| part-time | 96 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 6591 | |
| e | 5922 | |
| m | 4322 | 9.1% |
| o | 2861 | 6.0% |
| 2861 | 6.0% | |
| t | 2757 | 5.8% |
| d | 2661 | 5.6% |
| p | 2557 | 5.4% |
| f | 2365 | 5.0% |
| y | 2261 | 4.8% |
| Other values (11) | 12340 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 39715 | |
| Space Separator | 2861 | 6.0% |
| Dash Punctuation | 2261 | 4.8% |
| Uppercase Letter | 2261 | 4.8% |
| Other Punctuation | 400 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 6591 | |
| e | 5922 | |
| m | 4322 | |
| o | 2861 | |
| t | 2757 | |
| d | 2661 | |
| p | 2557 | 6.4% |
| f | 2365 | 6.0% |
| y | 2261 | 5.7% |
| i | 2061 | 5.2% |
| Other values (6) | 5357 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 2061 | |
| I | 200 | 8.8% |
Space Separator
| Value | Count | Frequency (%) |
| 2861 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2261 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 400 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 41976 | |
| Common | 5522 | 11.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 6591 | |
| e | 5922 | |
| m | 4322 | |
| o | 2861 | 6.8% |
| t | 2757 | 6.6% |
| d | 2661 | 6.3% |
| p | 2557 | 6.1% |
| f | 2365 | 5.6% |
| y | 2261 | 5.4% |
| E | 2061 | 4.9% |
| Other values (8) | 7618 |
Common
| Value | Count | Frequency (%) |
| 2861 | ||
| - | 2261 | |
| , | 400 | 7.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47498 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 6591 | |
| e | 5922 | |
| m | 4322 | 9.1% |
| o | 2861 | 6.0% |
| 2861 | 6.0% | |
| t | 2757 | 5.8% |
| d | 2661 | 5.6% |
| p | 2557 | 5.4% |
| f | 2365 | 5.0% |
| y | 2261 | 4.8% |
| Other values (11) | 12340 |
| Distinct | 51 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 169 |
| Missing (%) | 7.5% |
| Memory size | 17.8 KiB |
| White or of European descent | |
|---|---|
| South Asian | |
| Hispanic or Latino/a/x | 95 |
| Middle Eastern | 60 |
| East Asian | 55 |
| Other values (46) |
Length
| Max length | 235 |
|---|---|
| Median length | 28 |
| Mean length | 26.86137667 |
| Min length | 8 |
Characters and Unicode
| Total characters | 56194 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | White or of European descent |
|---|---|
| 2nd row | White or of European descent |
| 3rd row | White or of European descent |
| 4th row | White or of European descent |
| 5th row | White or of European descent |
Common Values
| Value | Count | Frequency (%) |
| White or of European descent | 1443 | |
| South Asian | 192 | 8.5% |
| Hispanic or Latino/a/x | 95 | 4.2% |
| Middle Eastern | 60 | 2.7% |
| East Asian | 55 | 2.4% |
| Southeast Asian | 50 | 2.2% |
| Hispanic or Latino/a/x;White or of European descent | 44 | 1.9% |
| Black or of African descent | 40 | 1.8% |
| Middle Eastern;White or of European descent | 18 | 0.8% |
| Multiracial | 11 | 0.5% |
| Other values (41) | 84 | 3.7% |
| (Missing) | 169 | 7.5% |
Length
| Value | Count | Frequency (%) |
| or | 1803 | |
| of | 1624 | |
| european | 1561 | |
| descent | 1554 | |
| white | 1459 | |
| asian | 310 | 3.3% |
| south | 194 | 2.0% |
| hispanic | 156 | 1.6% |
| latino/a/x | 98 | 1.0% |
| middle | 81 | 0.9% |
| Other values (46) | 634 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 7382 | ||
| e | 6686 | |
| o | 5443 | 9.7% |
| n | 4104 | 7.3% |
| t | 3906 | 7.0% |
| r | 3630 | 6.5% |
| a | 2981 | 5.3% |
| i | 2782 | 5.0% |
| s | 2437 | 4.3% |
| c | 2043 | 3.6% |
| Other values (27) | 14800 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43625 | |
| Space Separator | 7382 | 13.1% |
| Uppercase Letter | 4596 | 8.2% |
| Other Punctuation | 561 | 1.0% |
| Open Punctuation | 15 | < 0.1% |
| Close Punctuation | 15 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6686 | |
| o | 5443 | |
| n | 4104 | |
| t | 3906 | |
| r | 3630 | |
| a | 2981 | 6.8% |
| i | 2782 | 6.4% |
| s | 2437 | 5.6% |
| c | 2043 | 4.7% |
| u | 1923 | 4.4% |
| Other values (10) | 7690 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1723 | |
| W | 1561 | |
| A | 427 | 9.3% |
| S | 261 | 5.7% |
| H | 164 | 3.6% |
| L | 164 | 3.6% |
| M | 130 | 2.8% |
| B | 91 | 2.0% |
| I | 45 | 1.0% |
| N | 15 | 0.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 328 | |
| ; | 203 | |
| , | 30 | 5.3% |
Space Separator
| Value | Count | Frequency (%) |
| 7382 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 15 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 48221 | |
| Common | 7973 | 14.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6686 | |
| o | 5443 | |
| n | 4104 | 8.5% |
| t | 3906 | 8.1% |
| r | 3630 | 7.5% |
| a | 2981 | 6.2% |
| i | 2782 | 5.8% |
| s | 2437 | 5.1% |
| c | 2043 | 4.2% |
| u | 1923 | 4.0% |
| Other values (21) | 12286 |
Common
| Value | Count | Frequency (%) |
| 7382 | ||
| / | 328 | 4.1% |
| ; | 203 | 2.5% |
| , | 30 | 0.4% |
| ( | 15 | 0.2% |
| ) | 15 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56194 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7382 | ||
| e | 6686 | |
| o | 5443 | 9.7% |
| n | 4104 | 7.3% |
| t | 3906 | 7.0% |
| r | 3630 | 6.5% |
| a | 2981 | 5.3% |
| i | 2782 | 5.0% |
| s | 2437 | 4.3% |
| c | 2043 | 3.6% |
| Other values (27) | 14800 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 33 |
| Missing (%) | 1.5% |
| Memory size | 17.8 KiB |
| Man | |
|---|---|
| Woman | 199 |
| Non-binary, genderqueer, or gender non-conforming | 16 |
| Man;Non-binary, genderqueer, or gender non-conforming | 10 |
| Woman;Non-binary, genderqueer, or gender non-conforming | 5 |
Length
| Max length | 59 |
|---|---|
| Median length | 3 |
| Mean length | 3.875224417 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8634 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Man |
|---|---|
| 2nd row | Man |
| 3rd row | Man |
| 4th row | Man |
| 5th row | Man |
Common Values
| Value | Count | Frequency (%) |
| Man | 1997 | |
| Woman | 199 | 8.8% |
| Non-binary, genderqueer, or gender non-conforming | 16 | 0.7% |
| Man;Non-binary, genderqueer, or gender non-conforming | 10 | 0.4% |
| Woman;Non-binary, genderqueer, or gender non-conforming | 5 | 0.2% |
| Woman;Man;Non-binary, genderqueer, or gender non-conforming | 1 | < 0.1% |
| (Missing) | 33 | 1.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| man | 1997 | |
| woman | 199 | 8.4% |
| genderqueer | 32 | 1.4% |
| or | 32 | 1.4% |
| gender | 32 | 1.4% |
| non-conforming | 32 | 1.4% |
| non-binary | 16 | 0.7% |
| man;non-binary | 10 | 0.4% |
| woman;non-binary | 5 | 0.2% |
| woman;man;non-binary | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2469 | |
| a | 2245 | |
| M | 2008 | |
| o | 365 | 4.2% |
| m | 237 | 2.7% |
| W | 205 | 2.4% |
| e | 192 | 2.2% |
| r | 192 | 2.2% |
| 128 | 1.5% | |
| g | 96 | 1.1% |
| Other values (12) | 497 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6116 | |
| Uppercase Letter | 2245 | 26.0% |
| Space Separator | 128 | 1.5% |
| Other Punctuation | 81 | 0.9% |
| Dash Punctuation | 64 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 2469 | |
| a | 2245 | |
| o | 365 | 6.0% |
| m | 237 | 3.9% |
| e | 192 | 3.1% |
| r | 192 | 3.1% |
| g | 96 | 1.6% |
| d | 64 | 1.0% |
| i | 64 | 1.0% |
| u | 32 | 0.5% |
| Other values (5) | 160 | 2.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 2008 | |
| W | 205 | 9.1% |
| N | 32 | 1.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 64 | |
| ; | 17 | 21.0% |
Space Separator
| Value | Count | Frequency (%) |
| 128 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 64 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8361 | |
| Common | 273 | 3.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 2469 | |
| a | 2245 | |
| M | 2008 | |
| o | 365 | 4.4% |
| m | 237 | 2.8% |
| W | 205 | 2.5% |
| e | 192 | 2.3% |
| r | 192 | 2.3% |
| g | 96 | 1.1% |
| d | 64 | 0.8% |
| Other values (8) | 288 | 3.4% |
Common
| Value | Count | Frequency (%) |
| 128 | ||
| , | 64 | |
| - | 64 | |
| ; | 17 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8634 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 2469 | |
| a | 2245 | |
| M | 2008 | |
| o | 365 | 4.2% |
| m | 237 | 2.7% |
| W | 205 | 2.4% |
| e | 192 | 2.2% |
| r | 192 | 2.2% |
| 128 | 1.5% | |
| g | 96 | 1.1% |
| Other values (12) | 497 | 5.8% |
| Distinct | 180 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 28 |
| Missing (%) | 1.2% |
| Memory size | 17.8 KiB |
| How widely used or impactful my work output would be;Office environment or company culture;Opportunities for professional development | 86 |
|---|---|
| Languages, frameworks, and other technologies I’d be working with;Office environment or company culture;Opportunities for professional development | 78 |
| Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Remote work options | 74 |
| Flex time or a flexible schedule;Office environment or company culture;Opportunities for professional development | 71 |
| Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Office environment or company culture | 68 |
| Other values (175) |
Length
| Max length | 189 |
|---|---|
| Median length | 155 |
| Mean length | 124.1988356 |
| Min length | 19 |
Characters and Unicode
| Total characters | 277336 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | Flex time or a flexible schedule;Office environment or company culture;Opportunities for professional development |
|---|---|
| 2nd row | Remote work options;How widely used or impactful my work output would be;Opportunities for professional development |
| 3rd row | Flex time or a flexible schedule;How widely used or impactful my work output would be;Opportunities for professional development |
| 4th row | Flex time or a flexible schedule;Family friendliness |
| 5th row | Diversity of the company or organization;Flex time or a flexible schedule;Office environment or company culture |
Common Values
| Value | Count | Frequency (%) |
| How widely used or impactful my work output would be;Office environment or company culture;Opportunities for professional development | 86 | 3.8% |
| Languages, frameworks, and other technologies I’d be working with;Office environment or company culture;Opportunities for professional development | 78 | 3.4% |
| Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Remote work options | 74 | 3.3% |
| Flex time or a flexible schedule;Office environment or company culture;Opportunities for professional development | 71 | 3.1% |
| Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Office environment or company culture | 68 | 3.0% |
| Flex time or a flexible schedule;Remote work options;Office environment or company culture | 65 | 2.9% |
| Flex time or a flexible schedule;Remote work options;Opportunities for professional development | 63 | 2.8% |
| Languages, frameworks, and other technologies I’d be working with;How widely used or impactful my work output would be;Office environment or company culture | 61 | 2.7% |
| Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Opportunities for professional development | 51 | 2.3% |
| Languages, frameworks, and other technologies I’d be working with;How widely used or impactful my work output would be;Opportunities for professional development | 46 | 2.0% |
| Other values (170) | 1570 |
Length
| Value | Count | Frequency (%) |
| or | 3591 | 9.8% |
| be | 1908 | 5.2% |
| working | 1703 | 4.7% |
| i’d | 1703 | 4.7% |
| work | 1383 | 3.8% |
| company | 1363 | 3.7% |
| for | 1007 | 2.8% |
| professional | 1007 | 2.8% |
| environment | 961 | 2.6% |
| development | 926 | 2.5% |
| Other values (89) | 20972 |
Most occurring characters
| Value | Count | Frequency (%) |
| 34291 | 12.4% | |
| e | 27005 | 9.7% |
| o | 23539 | 8.5% |
| n | 16432 | 5.9% |
| r | 16393 | 5.9% |
| i | 16145 | 5.8% |
| t | 15883 | 5.7% |
| a | 10727 | 3.9% |
| l | 10400 | 3.7% |
| s | 9579 | 3.5% |
| Other values (26) | 96942 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 226842 | |
| Space Separator | 34291 | 12.4% |
| Uppercase Letter | 8332 | 3.0% |
| Other Punctuation | 6168 | 2.2% |
| Final Punctuation | 1703 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 27005 | 11.9% |
| o | 23539 | 10.4% |
| n | 16432 | 7.2% |
| r | 16393 | 7.2% |
| i | 16145 | 7.1% |
| t | 15883 | 7.0% |
| a | 10727 | 4.7% |
| l | 10400 | 4.6% |
| s | 9579 | 4.2% |
| u | 9197 | 4.1% |
| Other values (14) | 71542 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 2151 | |
| O | 1968 | |
| F | 1408 | |
| L | 886 | |
| H | 710 | 8.5% |
| R | 673 | 8.1% |
| S | 369 | 4.4% |
| D | 167 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 4396 | |
| , | 1772 |
Space Separator
| Value | Count | Frequency (%) |
| 34291 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1703 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 235174 | |
| Common | 42162 | 15.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 27005 | 11.5% |
| o | 23539 | 10.0% |
| n | 16432 | 7.0% |
| r | 16393 | 7.0% |
| i | 16145 | 6.9% |
| t | 15883 | 6.8% |
| a | 10727 | 4.6% |
| l | 10400 | 4.4% |
| s | 9579 | 4.1% |
| u | 9197 | 3.9% |
| Other values (22) | 79874 |
Common
| Value | Count | Frequency (%) |
| 34291 | ||
| ; | 4396 | 10.4% |
| , | 1772 | 4.2% |
| ’ | 1703 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 275633 | |
| Punctuation | 1703 | 0.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 34291 | 12.4% | |
| e | 27005 | 9.8% |
| o | 23539 | 8.5% |
| n | 16432 | 6.0% |
| r | 16393 | 5.9% |
| i | 16145 | 5.9% |
| t | 15883 | 5.8% |
| a | 10727 | 3.9% |
| l | 10400 | 3.8% |
| s | 9579 | 3.5% |
| Other values (25) | 95239 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1703 |
job_sat
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| Very satisfied | |
|---|---|
| Slightly satisfied | |
| Slightly dissatisfied | |
| Neither | |
| Very dissatisfied |
Length
| Max length | 21 |
|---|---|
| Median length | 18 |
| Mean length | 15.85050862 |
| Min length | 7 |
Characters and Unicode
| Total characters | 35838 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Slightly satisfied |
|---|---|
| 2nd row | Very satisfied |
| 3rd row | Very satisfied |
| 4th row | Very satisfied |
| 5th row | Very satisfied |
Common Values
| Value | Count | Frequency (%) |
| Very satisfied | 879 | |
| Slightly satisfied | 680 | |
| Slightly dissatisfied | 342 | 15.1% |
| Neither | 201 | 8.9% |
| Very dissatisfied | 159 | 7.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| satisfied | 1559 | |
| very | 1038 | |
| slightly | 1022 | |
| dissatisfied | 501 | 11.6% |
| neither | 201 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 5844 | |
| s | 4621 | |
| e | 3500 | |
| t | 3283 | |
| d | 2561 | |
| y | 2060 | 5.7% |
| 2060 | 5.7% | |
| a | 2060 | 5.7% |
| f | 2060 | 5.7% |
| l | 2044 | 5.7% |
| Other values (6) | 5745 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 31517 | |
| Uppercase Letter | 2261 | 6.3% |
| Space Separator | 2060 | 5.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 5844 | |
| s | 4621 | |
| e | 3500 | |
| t | 3283 | |
| d | 2561 | |
| y | 2060 | 6.5% |
| a | 2060 | 6.5% |
| f | 2060 | 6.5% |
| l | 2044 | 6.5% |
| r | 1239 | 3.9% |
| Other values (2) | 2245 | 7.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 1038 | |
| S | 1022 | |
| N | 201 | 8.9% |
Space Separator
| Value | Count | Frequency (%) |
| 2060 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33778 | |
| Common | 2060 | 5.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 5844 | |
| s | 4621 | |
| e | 3500 | |
| t | 3283 | |
| d | 2561 | |
| y | 2060 | 6.1% |
| a | 2060 | 6.1% |
| f | 2060 | 6.1% |
| l | 2044 | 6.1% |
| r | 1239 | 3.7% |
| Other values (5) | 4506 |
Common
| Value | Count | Frequency (%) |
| 2060 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 5844 | |
| s | 4621 | |
| e | 3500 | |
| t | 3283 | |
| d | 2561 | |
| y | 2060 | 5.7% |
| 2060 | 5.7% | |
| a | 2060 | 5.7% |
| f | 2060 | 5.7% |
| l | 2044 | 5.7% |
| Other values (6) | 5745 |
job_seek
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| I’m not actively looking, but I am open to new opportunities | |
|---|---|
| I am not interested in new job opportunities | |
| I am actively looking for a job |
Length
| Max length | 60 |
|---|---|
| Median length | 60 |
| Mean length | 51.45112782 |
| Min length | 31 |
Characters and Unicode
| Total characters | 116331 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I’m not actively looking, but I am open to new opportunities |
|---|---|
| 2nd row | I’m not actively looking, but I am open to new opportunities |
| 3rd row | I am not interested in new job opportunities |
| 4th row | I am not interested in new job opportunities |
| 5th row | I am not interested in new job opportunities |
Common Values
| Value | Count | Frequency (%) |
| I’m not actively looking, but I am open to new opportunities | 1330 | |
| I am not interested in new job opportunities | 590 | |
| I am actively looking for a job | 341 | 15.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| i | 2261 | |
| am | 2261 | |
| not | 1920 | |
| new | 1920 | |
| opportunities | 1920 | |
| actively | 1671 | |
| looking | 1671 | |
| i’m | 1330 | 6.1% |
| but | 1330 | 6.1% |
| open | 1330 | 6.1% |
| Other values (6) | 4123 |
Most occurring characters
| Value | Count | Frequency (%) |
| 19476 | ||
| o | 13034 | |
| t | 11271 | 9.7% |
| n | 9941 | 8.5% |
| e | 8611 | 7.4% |
| i | 8362 | 7.2% |
| p | 5170 | 4.4% |
| a | 4273 | 3.7% |
| I | 3591 | 3.1% |
| m | 3591 | 3.1% |
| Other values (16) | 29011 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 90604 | |
| Space Separator | 19476 | 16.7% |
| Uppercase Letter | 3591 | 3.1% |
| Other Punctuation | 1330 | 1.1% |
| Final Punctuation | 1330 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 13034 | |
| t | 11271 | |
| n | 9941 | |
| e | 8611 | |
| i | 8362 | |
| p | 5170 | 5.7% |
| a | 4273 | 4.7% |
| m | 3591 | 4.0% |
| l | 3342 | 3.7% |
| u | 3250 | 3.6% |
| Other values (12) | 19759 |
Space Separator
| Value | Count | Frequency (%) |
| 19476 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 3591 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1330 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1330 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 94195 | |
| Common | 22136 | 19.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 13034 | |
| t | 11271 | |
| n | 9941 | |
| e | 8611 | 9.1% |
| i | 8362 | 8.9% |
| p | 5170 | 5.5% |
| a | 4273 | 4.5% |
| I | 3591 | 3.8% |
| m | 3591 | 3.8% |
| l | 3342 | 3.5% |
| Other values (13) | 23009 |
Common
| Value | Count | Frequency (%) |
| 19476 | ||
| , | 1330 | 6.0% |
| ’ | 1330 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 115001 | |
| Punctuation | 1330 | 1.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 19476 | ||
| o | 13034 | |
| t | 11271 | |
| n | 9941 | 8.6% |
| e | 8611 | 7.5% |
| i | 8362 | 7.3% |
| p | 5170 | 4.5% |
| a | 4273 | 3.7% |
| I | 3591 | 3.1% |
| m | 3591 | 3.1% |
| Other values (15) | 27681 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1330 |
| Distinct | 1335 |
|---|---|
| Distinct (%) | 61.8% |
| Missing | 101 |
| Missing (%) | 4.5% |
| Memory size | 17.8 KiB |
| Python | 92 |
|---|---|
| Python;R;SQL | 41 |
| Python;R | 33 |
| Python;SQL | 31 |
| Bash/Shell/PowerShell;Python;SQL | 21 |
| Other values (1330) |
Length
| Max length | 164 |
|---|---|
| Median length | 82 |
| Mean length | 30.74675926 |
| Min length | 1 |
Characters and Unicode
| Total characters | 66413 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1088 ? |
|---|---|
| Unique (%) | 50.4% |
Sample
| 1st row | C#;Go;HTML/CSS;JavaScript;Python;SQL |
|---|---|
| 2nd row | Bash/Shell/PowerShell;Java;Python;SQL |
| 3rd row | Python;Rust;Scala;SQL |
| 4th row | Python |
| 5th row | Rust |
Common Values
| Value | Count | Frequency (%) |
| Python | 92 | 4.1% |
| Python;R;SQL | 41 | 1.8% |
| Python;R | 33 | 1.5% |
| Python;SQL | 31 | 1.4% |
| Bash/Shell/PowerShell;Python;SQL | 21 | 0.9% |
| C++;Python | 21 | 0.9% |
| Rust | 21 | 0.9% |
| Julia | 19 | 0.8% |
| Bash/Shell/PowerShell;Python | 17 | 0.8% |
| Python;Rust | 15 | 0.7% |
| Other values (1325) | 1849 | |
| (Missing) | 101 | 4.5% |
Length
| Value | Count | Frequency (%) |
| python | 92 | 4.3% |
| python;r;sql | 41 | 1.9% |
| python;r | 33 | 1.5% |
| python;sql | 31 | 1.4% |
| bash/shell/powershell;python;sql | 21 | 1.0% |
| c++;python | 21 | 1.0% |
| rust | 21 | 1.0% |
| julia | 19 | 0.9% |
| bash/shell/powershell;python | 17 | 0.8% |
| python;rust | 15 | 0.7% |
| Other values (1323) | 1849 |
Most occurring characters
| Value | Count | Frequency (%) |
| ; | 7531 | 11.3% |
| S | 4970 | 7.5% |
| a | 4067 | 6.1% |
| l | 3980 | 6.0% |
| t | 3779 | 5.7% |
| h | 3660 | 5.5% |
| o | 3072 | 4.6% |
| e | 2776 | 4.2% |
| P | 2629 | 4.0% |
| y | 2231 | 3.4% |
| Other values (33) | 27718 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 37219 | |
| Uppercase Letter | 18388 | |
| Other Punctuation | 9770 | 14.7% |
| Math Symbol | 988 | 1.5% |
| Dash Punctuation | 48 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 4067 | |
| l | 3980 | |
| t | 3779 | |
| h | 3660 | |
| o | 3072 | 8.3% |
| e | 2776 | 7.5% |
| y | 2231 | 6.0% |
| r | 1940 | 5.2% |
| n | 1887 | 5.1% |
| i | 1863 | 5.0% |
| Other values (11) | 7964 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 4970 | |
| P | 2629 | |
| C | 1716 | 9.3% |
| L | 1488 | 8.1% |
| J | 1402 | 7.6% |
| R | 1104 | 6.0% |
| Q | 934 | 5.1% |
| T | 934 | 5.1% |
| H | 842 | 4.6% |
| B | 717 | 3.9% |
| Other values (7) | 1652 | 9.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 7531 | |
| / | 1882 | 19.3% |
| # | 357 | 3.7% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 988 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 48 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55607 | |
| Common | 10806 | 16.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 4970 | 8.9% |
| a | 4067 | 7.3% |
| l | 3980 | 7.2% |
| t | 3779 | 6.8% |
| h | 3660 | 6.6% |
| o | 3072 | 5.5% |
| e | 2776 | 5.0% |
| P | 2629 | 4.7% |
| y | 2231 | 4.0% |
| r | 1940 | 3.5% |
| Other values (28) | 22503 |
Common
| Value | Count | Frequency (%) |
| ; | 7531 | |
| / | 1882 | 17.4% |
| + | 988 | 9.1% |
| # | 357 | 3.3% |
| - | 48 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66413 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ; | 7531 | 11.3% |
| S | 4970 | 7.5% |
| a | 4067 | 6.1% |
| l | 3980 | 6.0% |
| t | 3779 | 5.7% |
| h | 3660 | 5.5% |
| o | 3072 | 4.6% |
| e | 2776 | 4.2% |
| P | 2629 | 4.0% |
| y | 2231 | 3.4% |
| Other values (33) | 27718 |
| Distinct | 1271 |
|---|---|
| Distinct (%) | 56.4% |
| Missing | 7 |
| Missing (%) | 0.3% |
| Memory size | 17.8 KiB |
| Python | 81 |
|---|---|
| Python;R;SQL | 63 |
| Python;SQL | 46 |
| Python;R | 35 |
| Bash/Shell/PowerShell;Python;SQL | 31 |
| Other values (1266) |
Length
| Max length | 143 |
|---|---|
| Median length | 89 |
| Mean length | 38.108252 |
| Min length | 1 |
Characters and Unicode
| Total characters | 85896 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1025 ? |
|---|---|
| Unique (%) | 45.5% |
Sample
| 1st row | C#;Go;HTML/CSS;Java;JavaScript;Python;R;SQL |
|---|---|
| 2nd row | Bash/Shell/PowerShell;C#;Java;JavaScript;Python;Ruby;SQL |
| 3rd row | HTML/CSS;Python |
| 4th row | Python;SQL |
| 5th row | HTML/CSS;JavaScript;Python;TypeScript |
Common Values
| Value | Count | Frequency (%) |
| Python | 81 | 3.6% |
| Python;R;SQL | 63 | 2.8% |
| Python;SQL | 46 | 2.0% |
| Python;R | 35 | 1.5% |
| Bash/Shell/PowerShell;Python;SQL | 31 | 1.4% |
| Bash/Shell/PowerShell;Python | 27 | 1.2% |
| Bash/Shell/PowerShell;Python;R;SQL | 26 | 1.1% |
| Bash/Shell/PowerShell;HTML/CSS;JavaScript;Python;SQL | 22 | 1.0% |
| R | 18 | 0.8% |
| HTML/CSS;JavaScript;Python | 18 | 0.8% |
| Other values (1261) | 1887 |
Length
| Value | Count | Frequency (%) |
| python | 81 | 3.6% |
| python;r;sql | 63 | 2.8% |
| python;sql | 46 | 2.0% |
| python;r | 35 | 1.6% |
| bash/shell/powershell;python;sql | 31 | 1.4% |
| bash/shell/powershell;python | 27 | 1.2% |
| bash/shell/powershell;python;r;sql | 26 | 1.2% |
| bash/shell/powershell;html/css;javascript;python;sql | 22 | 1.0% |
| r | 18 | 0.8% |
| html/css;javascript;python | 18 | 0.8% |
| Other values (1261) | 1887 |
Most occurring characters
| Value | Count | Frequency (%) |
| ; | 9645 | 11.2% |
| S | 7401 | 8.6% |
| a | 5406 | 6.3% |
| h | 5037 | 5.9% |
| l | 4907 | 5.7% |
| e | 3848 | 4.5% |
| t | 3812 | 4.4% |
| P | 3750 | 4.4% |
| o | 3298 | 3.8% |
| / | 3164 | 3.7% |
| Other values (33) | 35628 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 44262 | |
| Uppercase Letter | 26990 | |
| Other Punctuation | 13271 | 15.5% |
| Math Symbol | 1302 | 1.5% |
| Dash Punctuation | 71 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 5406 | |
| h | 5037 | |
| l | 4907 | |
| e | 3848 | |
| t | 3812 | |
| o | 3298 | 7.5% |
| r | 2618 | 5.9% |
| y | 2492 | 5.6% |
| n | 2039 | 4.6% |
| v | 1939 | 4.4% |
| Other values (11) | 8866 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 7401 | |
| P | 3750 | |
| C | 2775 | 10.3% |
| L | 2505 | 9.3% |
| J | 1963 | 7.3% |
| H | 1509 | 5.6% |
| Q | 1415 | 5.2% |
| T | 1413 | 5.2% |
| B | 1239 | 4.6% |
| M | 1090 | 4.0% |
| Other values (7) | 1930 | 7.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 9645 | |
| / | 3164 | 23.8% |
| # | 462 | 3.5% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1302 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 71 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 71252 | |
| Common | 14644 | 17.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 7401 | 10.4% |
| a | 5406 | 7.6% |
| h | 5037 | 7.1% |
| l | 4907 | 6.9% |
| e | 3848 | 5.4% |
| t | 3812 | 5.4% |
| P | 3750 | 5.3% |
| o | 3298 | 4.6% |
| C | 2775 | 3.9% |
| r | 2618 | 3.7% |
| Other values (28) | 28400 |
Common
| Value | Count | Frequency (%) |
| ; | 9645 | |
| / | 3164 | 21.6% |
| + | 1302 | 8.9% |
| # | 462 | 3.2% |
| - | 71 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 85896 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ; | 9645 | 11.2% |
| S | 7401 | 8.6% |
| a | 5406 | 6.3% |
| h | 5037 | 5.9% |
| l | 4907 | 5.7% |
| e | 3848 | 4.5% |
| t | 3812 | 4.4% |
| P | 3750 | 4.4% |
| o | 3298 | 3.8% |
| / | 3164 | 3.7% |
| Other values (33) | 35628 |
| Distinct | 783 |
|---|---|
| Distinct (%) | 40.1% |
| Missing | 307 |
| Missing (%) | 13.6% |
| Memory size | 17.8 KiB |
| Pandas | 70 |
|---|---|
| Keras;Pandas;TensorFlow;Torch/PyTorch | 66 |
| Keras;Pandas;TensorFlow | 50 |
| Pandas;TensorFlow | 48 |
| Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch | 46 |
| Other values (778) |
Length
| Max length | 169 |
|---|---|
| Median length | 95 |
| Mean length | 35.44370522 |
| Min length | 4 |
Characters and Unicode
| Total characters | 69257 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 559 ? |
|---|---|
| Unique (%) | 28.6% |
Sample
| 1st row | Keras;Node.js;Pandas;TensorFlow |
|---|---|
| 2nd row | Pandas |
| 3rd row | Keras;Pandas;TensorFlow |
| 4th row | Keras;Pandas;TensorFlow;Torch/PyTorch |
| 5th row | .NET Core |
Common Values
| Value | Count | Frequency (%) |
| Pandas | 70 | 3.1% |
| Keras;Pandas;TensorFlow;Torch/PyTorch | 66 | 2.9% |
| Keras;Pandas;TensorFlow | 50 | 2.2% |
| Pandas;TensorFlow | 48 | 2.1% |
| Apache Spark;Hadoop;Keras;Pandas;TensorFlow;Torch/PyTorch | 46 | 2.0% |
| Pandas;Torch/PyTorch | 44 | 1.9% |
| Torch/PyTorch | 42 | 1.9% |
| Pandas;TensorFlow;Torch/PyTorch | 40 | 1.8% |
| TensorFlow | 35 | 1.5% |
| TensorFlow;Torch/PyTorch | 33 | 1.5% |
| Other values (773) | 1480 | |
| (Missing) | 307 | 13.6% |
Length
| Value | Count | Frequency (%) |
| apache | 457 | 13.2% |
| net;.net | 153 | 4.4% |
| net | 150 | 4.3% |
| 3d | 122 | 3.5% |
| engine | 117 | 3.4% |
| 3d;unreal | 101 | 2.9% |
| pandas | 70 | 2.0% |
| keras;pandas;tensorflow;torch/pytorch | 66 | 1.9% |
| ansible;apache | 54 | 1.6% |
| core;apache | 54 | 1.6% |
| Other values (636) | 2106 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 6282 | 9.1% |
| a | 5676 | 8.2% |
| r | 5573 | 8.0% |
| ; | 5552 | 8.0% |
| e | 4832 | 7.0% |
| s | 3802 | 5.5% |
| T | 3764 | 5.4% |
| n | 3258 | 4.7% |
| c | 2636 | 3.8% |
| h | 2452 | 3.5% |
| Other values (32) | 25430 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 46987 | |
| Uppercase Letter | 13047 | 18.8% |
| Other Punctuation | 7487 | 10.8% |
| Space Separator | 1496 | 2.2% |
| Decimal Number | 240 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 6282 | |
| a | 5676 | |
| r | 5573 | |
| e | 4832 | |
| s | 3802 | |
| n | 3258 | 6.9% |
| c | 2636 | 5.6% |
| h | 2452 | 5.2% |
| d | 2134 | 4.5% |
| p | 1746 | 3.7% |
| Other values (13) | 8596 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 3764 | |
| P | 2090 | |
| F | 1403 | 10.8% |
| N | 1265 | 9.7% |
| K | 768 | 5.9% |
| A | 749 | 5.7% |
| E | 644 | 4.9% |
| S | 585 | 4.5% |
| H | 450 | 3.4% |
| C | 385 | 3.0% |
| Other values (4) | 944 | 7.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 5552 | |
| . | 1028 | 13.7% |
| / | 907 | 12.1% |
Space Separator
| Value | Count | Frequency (%) |
| 1496 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 60034 | |
| Common | 9223 | 13.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 6282 | 10.5% |
| a | 5676 | 9.5% |
| r | 5573 | 9.3% |
| e | 4832 | 8.0% |
| s | 3802 | 6.3% |
| T | 3764 | 6.3% |
| n | 3258 | 5.4% |
| c | 2636 | 4.4% |
| h | 2452 | 4.1% |
| d | 2134 | 3.6% |
| Other values (27) | 19625 |
Common
| Value | Count | Frequency (%) |
| ; | 5552 | |
| 1496 | 16.2% | |
| . | 1028 | 11.1% |
| / | 907 | 9.8% |
| 3 | 240 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 69257 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 6282 | 9.1% |
| a | 5676 | 8.2% |
| r | 5573 | 8.0% |
| ; | 5552 | 8.0% |
| e | 4832 | 7.0% |
| s | 3802 | 5.5% |
| T | 3764 | 5.4% |
| n | 3258 | 4.7% |
| c | 2636 | 3.8% |
| h | 2452 | 3.5% |
| Other values (32) | 25430 |
| Distinct | 578 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 297 |
| Missing (%) | 13.1% |
| Memory size | 17.8 KiB |
| Pandas | |
|---|---|
| Keras;Pandas;TensorFlow | 97 |
| Keras;Pandas;TensorFlow;Torch/PyTorch | 72 |
| Node.js | 55 |
| Pandas;TensorFlow | 50 |
| Other values (573) |
Length
| Max length | 140 |
|---|---|
| Median length | 82 |
| Mean length | 27.00763747 |
| Min length | 4 |
Characters and Unicode
| Total characters | 53043 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 402 ? |
|---|---|
| Unique (%) | 20.5% |
Sample
| 1st row | Node.js;Pandas |
|---|---|
| 2nd row | .NET;.NET Core |
| 3rd row | Keras;Pandas;TensorFlow |
| 4th row | Keras;Pandas;TensorFlow |
| 5th row | Node.js;Pandas |
Common Values
| Value | Count | Frequency (%) |
| Pandas | 223 | 9.9% |
| Keras;Pandas;TensorFlow | 97 | 4.3% |
| Keras;Pandas;TensorFlow;Torch/PyTorch | 72 | 3.2% |
| Node.js | 55 | 2.4% |
| Pandas;TensorFlow | 50 | 2.2% |
| Node.js;Pandas | 43 | 1.9% |
| .NET | 37 | 1.6% |
| .NET;.NET Core | 35 | 1.5% |
| Keras;TensorFlow | 33 | 1.5% |
| TensorFlow | 32 | 1.4% |
| Other values (568) | 1287 | |
| (Missing) | 297 | 13.1% |
Length
| Value | Count | Frequency (%) |
| apache | 296 | 9.9% |
| net;.net | 246 | 8.3% |
| pandas | 223 | 7.5% |
| keras;pandas;tensorflow | 97 | 3.3% |
| 3d | 91 | 3.1% |
| net | 91 | 3.1% |
| keras;pandas;tensorflow;torch/pytorch | 72 | 2.4% |
| node.js | 55 | 1.8% |
| pandas;tensorflow | 50 | 1.7% |
| core | 46 | 1.5% |
| Other values (497) | 1713 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 4929 | 9.3% |
| o | 4645 | 8.8% |
| ; | 4239 | 8.0% |
| r | 3782 | 7.1% |
| e | 3677 | 6.9% |
| s | 3572 | 6.7% |
| T | 2735 | 5.2% |
| n | 2666 | 5.0% |
| d | 2229 | 4.2% |
| P | 1793 | 3.4% |
| Other values (32) | 18776 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35387 | |
| Uppercase Letter | 10506 | 19.8% |
| Other Punctuation | 6000 | 11.3% |
| Space Separator | 1016 | 1.9% |
| Decimal Number | 134 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 4929 | |
| o | 4645 | |
| r | 3782 | |
| e | 3677 | |
| s | 3572 | |
| n | 2666 | |
| d | 2229 | 6.3% |
| c | 1523 | 4.3% |
| h | 1414 | 4.0% |
| l | 1198 | 3.4% |
| Other values (13) | 5752 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 2735 | |
| P | 1793 | |
| N | 1412 | |
| F | 1007 | 9.6% |
| E | 731 | 7.0% |
| K | 658 | 6.3% |
| A | 534 | 5.1% |
| C | 404 | 3.8% |
| S | 390 | 3.7% |
| H | 322 | 3.1% |
| Other values (4) | 520 | 4.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 4239 | |
| . | 1267 | 21.1% |
| / | 494 | 8.2% |
Space Separator
| Value | Count | Frequency (%) |
| 1016 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 134 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 45893 | |
| Common | 7150 | 13.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 4929 | 10.7% |
| o | 4645 | 10.1% |
| r | 3782 | 8.2% |
| e | 3677 | 8.0% |
| s | 3572 | 7.8% |
| T | 2735 | 6.0% |
| n | 2666 | 5.8% |
| d | 2229 | 4.9% |
| P | 1793 | 3.9% |
| c | 1523 | 3.3% |
| Other values (27) | 14342 |
Common
| Value | Count | Frequency (%) |
| ; | 4239 | |
| . | 1267 | 17.7% |
| 1016 | 14.2% | |
| / | 494 | 6.9% |
| 3 | 134 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53043 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 4929 | 9.3% |
| o | 4645 | 8.8% |
| ; | 4239 | 8.0% |
| r | 3782 | 7.1% |
| e | 3677 | 6.9% |
| s | 3572 | 6.7% |
| T | 2735 | 5.2% |
| n | 2666 | 5.0% |
| d | 2229 | 4.2% |
| P | 1793 | 3.4% |
| Other values (32) | 18776 |
| Distinct | 402 |
|---|---|
| Distinct (%) | 19.9% |
| Missing | 238 |
| Missing (%) | 10.5% |
| Memory size | 17.8 KiB |
| Github | 153 |
|---|---|
| Github;Slack;Google Suite (Docs, Meet, etc) | 104 |
| Github;Gitlab | 87 |
| Github;Slack | 77 |
| Github;Google Suite (Docs, Meet, etc) | 57 |
| Other values (397) |
Length
| Max length | 149 |
|---|---|
| Median length | 114 |
| Mean length | 37.13049926 |
| Min length | 4 |
Characters and Unicode
| Total characters | 75115 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 200 ? |
|---|---|
| Unique (%) | 9.9% |
Sample
| 1st row | Confluence;Jira;Github;Slack;Trello |
|---|---|
| 2nd row | Github;Gitlab |
| 3rd row | Github;Slack;Google Suite (Docs, Meet, etc) |
| 4th row | Jira |
| 5th row | Gitlab |
Common Values
| Value | Count | Frequency (%) |
| Github | 153 | 6.8% |
| Github;Slack;Google Suite (Docs, Meet, etc) | 104 | 4.6% |
| Github;Gitlab | 87 | 3.8% |
| Github;Slack | 77 | 3.4% |
| Github;Google Suite (Docs, Meet, etc) | 57 | 2.5% |
| Github;Gitlab;Slack | 57 | 2.5% |
| Github;Gitlab;Slack;Google Suite (Docs, Meet, etc) | 42 | 1.9% |
| Github;Gitlab;Google Suite (Docs, Meet, etc) | 36 | 1.6% |
| Gitlab | 35 | 1.5% |
| Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc) | 29 | 1.3% |
| Other values (392) | 1346 | |
| (Missing) | 238 | 10.5% |
Length
| Value | Count | Frequency (%) |
| suite | 826 | 12.2% |
| docs | 826 | 12.2% |
| meet | 826 | 12.2% |
| etc | 699 | 10.3% |
| teams | 352 | 5.2% |
| for | 240 | 3.5% |
| overflow | 240 | 3.5% |
| teams;microsoft | 154 | 2.3% |
| github | 153 | 2.3% |
| azure | 140 | 2.1% |
| Other values (190) | 2308 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6616 | 8.8% |
| t | 5837 | 7.8% |
| o | 5264 | 7.0% |
| 4741 | 6.3% | |
| ; | 4699 | 6.3% |
| i | 4602 | 6.1% |
| l | 4153 | 5.5% |
| c | 4081 | 5.4% |
| a | 3382 | 4.5% |
| G | 3275 | 4.4% |
| Other values (27) | 28465 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 51974 | |
| Uppercase Letter | 10397 | 13.8% |
| Other Punctuation | 6351 | 8.5% |
| Space Separator | 4741 | 6.3% |
| Open Punctuation | 826 | 1.1% |
| Close Punctuation | 826 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6616 | |
| t | 5837 | |
| o | 5264 | |
| i | 4602 | |
| l | 4153 | |
| c | 4081 | |
| a | 3382 | 6.5% |
| u | 3219 | 6.2% |
| r | 2588 | 5.0% |
| b | 2496 | 4.8% |
| Other values (11) | 9736 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 3275 | |
| S | 2074 | |
| M | 1496 | |
| T | 992 | 9.5% |
| D | 826 | 7.9% |
| J | 657 | 6.3% |
| C | 417 | 4.0% |
| A | 326 | 3.1% |
| O | 240 | 2.3% |
| F | 47 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 4699 | |
| , | 1652 | 26.0% |
Space Separator
| Value | Count | Frequency (%) |
| 4741 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 826 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 826 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 62371 | |
| Common | 12744 | 17.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6616 | 10.6% |
| t | 5837 | 9.4% |
| o | 5264 | 8.4% |
| i | 4602 | 7.4% |
| l | 4153 | 6.7% |
| c | 4081 | 6.5% |
| a | 3382 | 5.4% |
| G | 3275 | 5.3% |
| u | 3219 | 5.2% |
| r | 2588 | 4.1% |
| Other values (22) | 19354 |
Common
| Value | Count | Frequency (%) |
| 4741 | ||
| ; | 4699 | |
| , | 1652 | 13.0% |
| ( | 826 | 6.5% |
| ) | 826 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75115 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6616 | 8.8% |
| t | 5837 | 7.8% |
| o | 5264 | 7.0% |
| 4741 | 6.3% | |
| ; | 4699 | 6.3% |
| i | 4602 | 6.1% |
| l | 4153 | 5.5% |
| c | 4081 | 5.4% |
| a | 3382 | 4.5% |
| G | 3275 | 4.4% |
| Other values (27) | 28465 |
| Distinct | 406 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 69 |
| Missing (%) | 3.1% |
| Memory size | 17.8 KiB |
| Github | 96 |
|---|---|
| Github;Slack;Google Suite (Docs, Meet, etc) | 76 |
| Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc) | 71 |
| Github;Gitlab | 53 |
| Github;Google Suite (Docs, Meet, etc) | 49 |
| Other values (401) |
Length
| Max length | 149 |
|---|---|
| Median length | 103 |
| Mean length | 45.07664234 |
| Min length | 4 |
Characters and Unicode
| Total characters | 98808 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 170 ? |
|---|---|
| Unique (%) | 7.8% |
Sample
| 1st row | Confluence;Jira;Github;Slack;Trello |
|---|---|
| 2nd row | Confluence;Jira;Github;Gitlab;Microsoft Azure;Google Suite (Docs, Meet, etc) |
| 3rd row | Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc) |
| 4th row | Jira |
| 5th row | Github;Slack |
Common Values
| Value | Count | Frequency (%) |
| Github | 96 | 4.2% |
| Github;Slack;Google Suite (Docs, Meet, etc) | 76 | 3.4% |
| Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc) | 71 | 3.1% |
| Github;Gitlab | 53 | 2.3% |
| Github;Google Suite (Docs, Meet, etc) | 49 | 2.2% |
| Github;Gitlab;Slack;Google Suite (Docs, Meet, etc) | 47 | 2.1% |
| Github;Slack | 43 | 1.9% |
| Github;Slack;Trello;Google Suite (Docs, Meet, etc) | 42 | 1.9% |
| Confluence;Jira;Github;Gitlab;Slack;Google Suite (Docs, Meet, etc) | 41 | 1.8% |
| Github;Gitlab;Slack;Trello;Google Suite (Docs, Meet, etc) | 37 | 1.6% |
| Other values (396) | 1637 | |
| (Missing) | 69 | 3.1% |
Length
| Value | Count | Frequency (%) |
| suite | 1115 | |
| docs | 1115 | |
| meet | 1115 | |
| etc | 1037 | 12.9% |
| teams | 298 | 3.7% |
| teams;microsoft | 223 | 2.8% |
| azure | 134 | 1.7% |
| overflow | 114 | 1.4% |
| for | 114 | 1.4% |
| teams;google | 110 | 1.4% |
| Other values (178) | 2674 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 9177 | 9.3% |
| t | 7243 | 7.3% |
| o | 7210 | 7.3% |
| ; | 6785 | 6.9% |
| i | 5995 | 6.1% |
| 5857 | 5.9% | |
| l | 5656 | 5.7% |
| c | 5605 | 5.7% |
| a | 4344 | 4.4% |
| u | 4158 | 4.2% |
| Other values (27) | 36778 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 68101 | |
| Uppercase Letter | 13605 | 13.8% |
| Other Punctuation | 9015 | 9.1% |
| Space Separator | 5857 | 5.9% |
| Open Punctuation | 1115 | 1.1% |
| Close Punctuation | 1115 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9177 | |
| t | 7243 | |
| o | 7210 | |
| i | 5995 | |
| l | 5656 | |
| c | 5605 | |
| a | 4344 | 6.4% |
| u | 4158 | 6.1% |
| r | 3387 | 5.0% |
| b | 2875 | 4.2% |
| Other values (11) | 12451 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 3917 | |
| S | 2570 | |
| M | 2097 | |
| T | 1412 | 10.4% |
| D | 1115 | 8.2% |
| J | 1096 | 8.1% |
| C | 792 | 5.8% |
| A | 346 | 2.5% |
| O | 114 | 0.8% |
| F | 73 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 6785 | |
| , | 2230 | 24.7% |
Space Separator
| Value | Count | Frequency (%) |
| 5857 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1115 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1115 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81706 | |
| Common | 17102 | 17.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9177 | 11.2% |
| t | 7243 | 8.9% |
| o | 7210 | 8.8% |
| i | 5995 | 7.3% |
| l | 5656 | 6.9% |
| c | 5605 | 6.9% |
| a | 4344 | 5.3% |
| u | 4158 | 5.1% |
| G | 3917 | 4.8% |
| r | 3387 | 4.1% |
| Other values (22) | 25014 |
Common
| Value | Count | Frequency (%) |
| ; | 6785 | |
| 5857 | ||
| , | 2230 | 13.0% |
| ( | 1115 | 6.5% |
| ) | 1115 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 98808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 9177 | 9.3% |
| t | 7243 | 7.3% |
| o | 7210 | 7.3% |
| ; | 6785 | 6.9% |
| i | 5995 | 6.1% |
| 5857 | 5.9% | |
| l | 5656 | 5.7% |
| c | 5605 | 5.7% |
| a | 4344 | 4.4% |
| u | 4158 | 4.2% |
| Other values (27) | 36778 |
new_dev_ops
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 16 |
| Missing (%) | 0.7% |
| Memory size | 17.8 KiB |
| Yes | |
|---|---|
| No | |
| Not sure |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.382182628 |
| Min length | 2 |
Characters and Unicode
| Total characters | 7593 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Not sure |
|---|---|
| 2nd row | Yes |
| 3rd row | Yes |
| 4th row | Not sure |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| Yes | 973 | |
| No | 917 | |
| Not sure | 355 | 15.7% |
| (Missing) | 16 | 0.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| yes | 973 | |
| no | 917 | |
| not | 355 | 13.7% |
| sure | 355 | 13.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1328 | |
| s | 1328 | |
| N | 1272 | |
| o | 1272 | |
| Y | 973 | |
| t | 355 | 4.7% |
| 355 | 4.7% | |
| u | 355 | 4.7% |
| r | 355 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4993 | |
| Uppercase Letter | 2245 | |
| Space Separator | 355 | 4.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1328 | |
| s | 1328 | |
| o | 1272 | |
| t | 355 | 7.1% |
| u | 355 | 7.1% |
| r | 355 | 7.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1272 | |
| Y | 973 |
Space Separator
| Value | Count | Frequency (%) |
| 355 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7238 | |
| Common | 355 | 4.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1328 | |
| s | 1328 | |
| N | 1272 | |
| o | 1272 | |
| Y | 973 | |
| t | 355 | 4.9% |
| u | 355 | 4.9% |
| r | 355 | 4.9% |
Common
| Value | Count | Frequency (%) |
| 355 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7593 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1328 | |
| s | 1328 | |
| N | 1272 | |
| o | 1272 | |
| Y | 973 | |
| t | 355 | 4.7% |
| 355 | 4.7% | |
| u | 355 | 4.7% |
| r | 355 | 4.7% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 78 |
| Missing (%) | 3.4% |
| Memory size | 17.8 KiB |
| Extremely important | |
|---|---|
| Somewhat important | |
| Neutral | |
| Not very important | 47 |
| Not at all important | 30 |
Length
| Max length | 20 |
|---|---|
| Median length | 19 |
| Mean length | 16.45716903 |
| Min length | 7 |
Characters and Unicode
| Total characters | 35926 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Neutral |
|---|---|
| 2nd row | Neutral |
| 3rd row | Extremely important |
| 4th row | Neutral |
| 5th row | Somewhat important |
Common Values
| Value | Count | Frequency (%) |
| Extremely important | 1038 | |
| Somewhat important | 662 | |
| Neutral | 406 | 18.0% |
| Not very important | 47 | 2.1% |
| Not at all important | 30 | 1.3% |
| (Missing) | 78 | 3.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| important | 1777 | |
| extremely | 1038 | |
| somewhat | 662 | 16.3% |
| neutral | 406 | 10.0% |
| not | 77 | 1.9% |
| very | 47 | 1.2% |
| at | 30 | 0.7% |
| all | 30 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 5767 | |
| m | 3477 | |
| r | 3268 | |
| e | 3191 | |
| a | 2905 | 8.1% |
| o | 2516 | 7.0% |
| 1884 | 5.2% | |
| p | 1777 | 4.9% |
| i | 1777 | 4.9% |
| n | 1777 | 4.9% |
| Other values (10) | 7587 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 31859 | |
| Uppercase Letter | 2183 | 6.1% |
| Space Separator | 1884 | 5.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 5767 | |
| m | 3477 | |
| r | 3268 | |
| e | 3191 | |
| a | 2905 | |
| o | 2516 | |
| p | 1777 | 5.6% |
| i | 1777 | 5.6% |
| n | 1777 | 5.6% |
| l | 1504 | 4.7% |
| Other values (6) | 3900 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1038 | |
| S | 662 | |
| N | 483 |
Space Separator
| Value | Count | Frequency (%) |
| 1884 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 34042 | |
| Common | 1884 | 5.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 5767 | |
| m | 3477 | |
| r | 3268 | |
| e | 3191 | |
| a | 2905 | |
| o | 2516 | |
| p | 1777 | 5.2% |
| i | 1777 | 5.2% |
| n | 1777 | 5.2% |
| l | 1504 | 4.4% |
| Other values (9) | 6083 |
Common
| Value | Count | Frequency (%) |
| 1884 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35926 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 5767 | |
| m | 3477 | |
| r | 3268 | |
| e | 3191 | |
| a | 2905 | 8.1% |
| o | 2516 | 7.0% |
| 1884 | 5.2% | |
| p | 1777 | 4.9% |
| i | 1777 | 4.9% |
| n | 1777 | 4.9% |
| Other values (10) | 7587 |
new_ed_impt
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 15 |
| Missing (%) | 0.7% |
| Memory size | 17.8 KiB |
| Very important | |
|---|---|
| Fairly important | |
| Critically important | |
| Somewhat important | |
| Not at all important/not necessary |
Length
| Max length | 34 |
|---|---|
| Median length | 20 |
| Mean length | 18.2128228 |
| Min length | 14 |
Characters and Unicode
| Total characters | 40906 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Somewhat important |
|---|---|
| 2nd row | Not at all important/not necessary |
| 3rd row | Very important |
| 4th row | Critically important |
| 5th row | Very important |
Common Values
| Value | Count | Frequency (%) |
| Very important | 663 | |
| Fairly important | 550 | |
| Critically important | 467 | |
| Somewhat important | 360 | |
| Not at all important/not necessary | 206 | 9.1% |
| (Missing) | 15 | 0.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| important | 2040 | |
| very | 663 | 13.0% |
| fairly | 550 | 10.8% |
| critically | 467 | 9.1% |
| somewhat | 360 | 7.0% |
| not | 206 | 4.0% |
| at | 206 | 4.0% |
| all | 206 | 4.0% |
| important/not | 206 | 4.0% |
| necessary | 206 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 5937 | |
| a | 4241 | |
| r | 4132 | |
| i | 3730 | |
| o | 3018 | 7.4% |
| 2864 | 7.0% | |
| n | 2658 | 6.5% |
| m | 2606 | 6.4% |
| p | 2246 | 5.5% |
| l | 1896 | 4.6% |
| Other values (12) | 7578 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35590 | |
| Space Separator | 2864 | 7.0% |
| Uppercase Letter | 2246 | 5.5% |
| Other Punctuation | 206 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 5937 | |
| a | 4241 | |
| r | 4132 | |
| i | 3730 | |
| o | 3018 | |
| n | 2658 | |
| m | 2606 | |
| p | 2246 | 6.3% |
| l | 1896 | 5.3% |
| y | 1886 | 5.3% |
| Other values (5) | 3240 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 663 | |
| F | 550 | |
| C | 467 | |
| S | 360 | |
| N | 206 | 9.2% |
Space Separator
| Value | Count | Frequency (%) |
| 2864 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 206 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37836 | |
| Common | 3070 | 7.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 5937 | |
| a | 4241 | |
| r | 4132 | |
| i | 3730 | |
| o | 3018 | |
| n | 2658 | |
| m | 2606 | |
| p | 2246 | 5.9% |
| l | 1896 | 5.0% |
| y | 1886 | 5.0% |
| Other values (10) | 5486 |
Common
| Value | Count | Frequency (%) |
| 2864 | ||
| / | 206 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40906 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 5937 | |
| a | 4241 | |
| r | 4132 | |
| i | 3730 | |
| o | 3018 | 7.4% |
| 2864 | 7.0% | |
| n | 2658 | 6.5% |
| m | 2606 | 6.4% |
| p | 2246 | 5.5% |
| l | 1896 | 4.6% |
| Other values (12) | 7578 |
| Distinct | 697 |
|---|---|
| Distinct (%) | 31.8% |
| Missing | 70 |
| Missing (%) | 3.1% |
| Memory size | 17.8 KiB |
| Curious about other opportunities;Better compensation;Wanting to work with new technologies;Growth or leadership opportunities | 60 |
|---|---|
| Curious about other opportunities;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities | 50 |
| Curious about other opportunities;Better compensation;Growth or leadership opportunities | 45 |
| Curious about other opportunities | 40 |
| Curious about other opportunities;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate | 39 |
| Other values (692) |
Length
| Max length | 377 |
|---|---|
| Median length | 257 |
| Mean length | 130.9566408 |
| Min length | 12 |
Characters and Unicode
| Total characters | 286926 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 393 ? |
|---|---|
| Unique (%) | 17.9% |
Sample
| 1st row | Having a bad day (or week or month) at work;Curious about other opportunities;Wanting to work with new technologies;Growth or leadership opportunities |
|---|---|
| 2nd row | Just because;Having a bad day (or week or month) at work;Curious about other opportunities;Wanting to work with new technologies;Looking to relocate |
| 3rd row | Curious about other opportunities;Better compensation;Trouble with leadership at my company;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate |
| 4th row | Better work/life balance |
| 5th row | Curious about other opportunities;Wanting to work with new technologies;Growth or leadership opportunities |
Common Values
| Value | Count | Frequency (%) |
| Curious about other opportunities;Better compensation;Wanting to work with new technologies;Growth or leadership opportunities | 60 | 2.7% |
| Curious about other opportunities;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities | 50 | 2.2% |
| Curious about other opportunities;Better compensation;Growth or leadership opportunities | 45 | 2.0% |
| Curious about other opportunities | 40 | 1.8% |
| Curious about other opportunities;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate | 39 | 1.7% |
| Curious about other opportunities;Better compensation;Wanting to work with new technologies | 38 | 1.7% |
| Better compensation | 31 | 1.4% |
| Curious about other opportunities;Wanting to work with new technologies;Growth or leadership opportunities | 28 | 1.2% |
| Better compensation;Wanting to work with new technologies;Growth or leadership opportunities | 28 | 1.2% |
| Curious about other opportunities;Better compensation | 26 | 1.1% |
| Other values (687) | 1806 | |
| (Missing) | 70 | 3.1% |
Length
| Value | Count | Frequency (%) |
| with | 2697 | 8.2% |
| or | 2254 | 6.9% |
| to | 2143 | 6.5% |
| leadership | 1917 | 5.8% |
| about | 1412 | 4.3% |
| other | 1412 | 4.3% |
| work | 1257 | 3.8% |
| new | 1249 | 3.8% |
| my | 1184 | 3.6% |
| opportunities;better | 1129 | 3.4% |
| Other values (72) | 16233 |
Most occurring characters
| Value | Count | Frequency (%) |
| 30696 | 10.7% | |
| o | 28424 | 9.9% |
| t | 27738 | 9.7% |
| e | 26656 | 9.3% |
| r | 19651 | 6.8% |
| i | 18808 | 6.6% |
| n | 15416 | 5.4% |
| a | 14811 | 5.2% |
| s | 10570 | 3.7% |
| p | 9817 | 3.4% |
| Other values (25) | 84339 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 237684 | |
| Space Separator | 30696 | 10.7% |
| Uppercase Letter | 9413 | 3.3% |
| Other Punctuation | 8209 | 2.9% |
| Open Punctuation | 462 | 0.2% |
| Close Punctuation | 462 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 28424 | |
| t | 27738 | |
| e | 26656 | |
| r | 19651 | 8.3% |
| i | 18808 | 7.9% |
| n | 15416 | 6.5% |
| a | 14811 | 6.2% |
| s | 10570 | 4.4% |
| p | 9817 | 4.1% |
| h | 9595 | 4.0% |
| Other values (12) | 56198 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 2552 | |
| W | 1513 | |
| C | 1412 | |
| G | 1330 | |
| T | 1184 | |
| L | 630 | 6.7% |
| H | 462 | 4.9% |
| J | 330 | 3.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 7222 | |
| / | 987 | 12.0% |
Space Separator
| Value | Count | Frequency (%) |
| 30696 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 462 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 462 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 247097 | |
| Common | 39829 | 13.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 28424 | |
| t | 27738 | |
| e | 26656 | |
| r | 19651 | 8.0% |
| i | 18808 | 7.6% |
| n | 15416 | 6.2% |
| a | 14811 | 6.0% |
| s | 10570 | 4.3% |
| p | 9817 | 4.0% |
| h | 9595 | 3.9% |
| Other values (20) | 65611 |
Common
| Value | Count | Frequency (%) |
| 30696 | ||
| ; | 7222 | 18.1% |
| / | 987 | 2.5% |
| ( | 462 | 1.2% |
| ) | 462 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 286926 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 30696 | 10.7% | |
| o | 28424 | 9.9% |
| t | 27738 | 9.7% |
| e | 26656 | 9.3% |
| r | 19651 | 6.8% |
| i | 18808 | 6.6% |
| n | 15416 | 5.4% |
| a | 14811 | 5.2% |
| s | 10570 | 3.7% |
| p | 9817 | 3.4% |
| Other values (25) | 84339 |
| Distinct | 62 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 112 |
| Missing (%) | 5.0% |
| Memory size | 17.8 KiB |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company | |
|---|---|
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family | 134 |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Read other media like news articles, founder profiles, etc. about the company | 101 |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company | 92 |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company | 88 |
| Other values (57) |
Length
| Max length | 362 |
|---|---|
| Median length | 247 |
| Mean length | 199.6351792 |
| Min length | 36 |
Characters and Unicode
| Total characters | 429016 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Directly asking current or past employees at the company |
|---|---|
| 2nd row | Read company media, such as employee blogs or company culture videos;Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company |
| 3rd row | Personal network - friends or family;Directly asking current or past employees at the company |
| 4th row | Read company media, such as employee blogs or company culture videos;Personal network - friends or family |
| 5th row | Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company |
Common Values
| Value | Count | Frequency (%) |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company | 189 | 8.4% |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family | 134 | 5.9% |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Read other media like news articles, founder profiles, etc. about the company | 101 | 4.5% |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company | 92 | 4.1% |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company | 88 | 3.9% |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Directly asking current or past employees at the company | 76 | 3.4% |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company | 76 | 3.4% |
| Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Directly asking current or past employees at the company | 75 | 3.3% |
| Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind) | 73 | 3.2% |
| Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company | 66 | 2.9% |
| Other values (52) | 1179 | |
| (Missing) | 112 | 5.0% |
Length
| Value | Count | Frequency (%) |
| company | 4887 | 8.2% |
| or | 3804 | 6.4% |
| media | 2584 | 4.4% |
| e.g | 2195 | 3.7% |
| the | 2091 | 3.5% |
| party | 1522 | 2.6% |
| sites | 1522 | 2.6% |
| glassdoor | 1522 | 2.6% |
| reviews | 1522 | 2.6% |
| from | 1522 | 2.6% |
| Other values (48) | 36230 |
Most occurring characters
| Value | Count | Frequency (%) |
| 57252 | 13.3% | |
| e | 39626 | 9.2% |
| o | 28930 | 6.7% |
| a | 28819 | 6.7% |
| r | 26000 | 6.1% |
| s | 23150 | 5.4% |
| i | 22398 | 5.2% |
| n | 19901 | 4.6% |
| l | 18933 | 4.4% |
| t | 18573 | 4.3% |
| Other values (25) | 145434 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 339187 | |
| Space Separator | 57252 | 13.3% |
| Other Punctuation | 15844 | 3.7% |
| Uppercase Letter | 10882 | 2.5% |
| Open Punctuation | 2195 | 0.5% |
| Close Punctuation | 2195 | 0.5% |
| Dash Punctuation | 1461 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 39626 | |
| o | 28930 | 8.5% |
| a | 28819 | 8.5% |
| r | 26000 | 7.7% |
| s | 23150 | 6.8% |
| i | 22398 | 6.6% |
| n | 19901 | 5.9% |
| l | 18933 | 5.6% |
| t | 18573 | 5.5% |
| m | 15032 | 4.4% |
| Other values (12) | 97825 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 2584 | |
| C | 2195 | |
| P | 2134 | |
| G | 1522 | |
| B | 1522 | |
| D | 925 | 8.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5556 | |
| , | 5272 | |
| ; | 5016 |
Space Separator
| Value | Count | Frequency (%) |
| 57252 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2195 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2195 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1461 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 350069 | |
| Common | 78947 | 18.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 39626 | 11.3% |
| o | 28930 | 8.3% |
| a | 28819 | 8.2% |
| r | 26000 | 7.4% |
| s | 23150 | 6.6% |
| i | 22398 | 6.4% |
| n | 19901 | 5.7% |
| l | 18933 | 5.4% |
| t | 18573 | 5.3% |
| m | 15032 | 4.3% |
| Other values (18) | 108707 |
Common
| Value | Count | Frequency (%) |
| 57252 | ||
| . | 5556 | 7.0% |
| , | 5272 | 6.7% |
| ; | 5016 | 6.4% |
| ( | 2195 | 2.8% |
| ) | 2195 | 2.8% |
| - | 1461 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 429016 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 57252 | 13.3% | |
| e | 39626 | 9.2% |
| o | 28930 | 6.7% |
| a | 28819 | 6.7% |
| r | 26000 | 6.1% |
| s | 23150 | 5.4% |
| i | 22398 | 5.2% |
| n | 19901 | 4.6% |
| l | 18933 | 4.4% |
| t | 18573 | 4.3% |
| Other values (25) | 145434 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 38 |
| Missing (%) | 1.7% |
| Memory size | 17.8 KiB |
| Every few months | |
|---|---|
| Once a year | |
| Once every few years | |
| Once a decade | 25 |
Length
| Max length | 20 |
|---|---|
| Median length | 16 |
| Mean length | 15.11381017 |
| Min length | 11 |
Characters and Unicode
| Total characters | 33598 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Every few months |
|---|---|
| 2nd row | Once a year |
| 3rd row | Once a year |
| 4th row | Once every few years |
| 5th row | Once a year |
Common Values
| Value | Count | Frequency (%) |
| Every few months | 847 | |
| Once a year | 811 | |
| Once every few years | 540 | |
| Once a decade | 25 | 1.1% |
| (Missing) | 38 | 1.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| every | 1387 | |
| few | 1387 | |
| once | 1376 | |
| months | 847 | |
| a | 836 | |
| year | 811 | |
| years | 540 | 7.5% |
| decade | 25 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6091 | |
| 4986 | ||
| r | 2738 | 8.1% |
| y | 2738 | 8.1% |
| n | 2223 | 6.6% |
| a | 2212 | 6.6% |
| c | 1401 | 4.2% |
| s | 1387 | 4.1% |
| f | 1387 | 4.1% |
| w | 1387 | 4.1% |
| Other values (8) | 7048 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 26389 | |
| Space Separator | 4986 | 14.8% |
| Uppercase Letter | 2223 | 6.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6091 | |
| r | 2738 | |
| y | 2738 | |
| n | 2223 | 8.4% |
| a | 2212 | 8.4% |
| c | 1401 | 5.3% |
| s | 1387 | 5.3% |
| f | 1387 | 5.3% |
| w | 1387 | 5.3% |
| v | 1387 | 5.3% |
| Other values (5) | 3438 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 1376 | |
| E | 847 |
Space Separator
| Value | Count | Frequency (%) |
| 4986 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 28612 | |
| Common | 4986 | 14.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6091 | |
| r | 2738 | |
| y | 2738 | |
| n | 2223 | 7.8% |
| a | 2212 | 7.7% |
| c | 1401 | 4.9% |
| s | 1387 | 4.8% |
| f | 1387 | 4.8% |
| w | 1387 | 4.8% |
| v | 1387 | 4.8% |
| Other values (7) | 5661 |
Common
| Value | Count | Frequency (%) |
| 4986 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33598 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6091 | |
| 4986 | ||
| r | 2738 | 8.1% |
| y | 2738 | 8.1% |
| n | 2223 | 6.6% |
| a | 2212 | 6.6% |
| c | 1401 | 4.2% |
| s | 1387 | 4.1% |
| f | 1387 | 4.1% |
| w | 1387 | 4.1% |
| Other values (8) | 7048 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 106 |
| Missing (%) | 4.7% |
| Memory size | 17.8 KiB |
| No | |
|---|---|
| Not sure | |
| Yes |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 4.479350348 |
| Min length | 2 |
Characters and Unicode
| Total characters | 9653 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 877 | |
| Not sure | 813 | |
| Yes | 465 | |
| (Missing) | 106 | 4.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 877 | |
| not | 813 | |
| sure | 813 | |
| yes | 465 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 1690 | |
| o | 1690 | |
| s | 1278 | |
| e | 1278 | |
| t | 813 | |
| 813 | ||
| u | 813 | |
| r | 813 | |
| Y | 465 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6685 | |
| Uppercase Letter | 2155 | 22.3% |
| Space Separator | 813 | 8.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1690 | |
| s | 1278 | |
| e | 1278 | |
| t | 813 | |
| u | 813 | |
| r | 813 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1690 | |
| Y | 465 | 21.6% |
Space Separator
| Value | Count | Frequency (%) |
| 813 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8840 | |
| Common | 813 | 8.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 1690 | |
| o | 1690 | |
| s | 1278 | |
| e | 1278 | |
| t | 813 | |
| u | 813 | |
| r | 813 | |
| Y | 465 | 5.3% |
Common
| Value | Count | Frequency (%) |
| 813 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9653 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 1690 | |
| o | 1690 | |
| s | 1278 | |
| e | 1278 | |
| t | 813 | |
| 813 | ||
| u | 813 | |
| r | 813 | |
| Y | 465 | 4.8% |
new_onboard_good
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 17 |
| Missing (%) | 0.8% |
| Memory size | 17.8 KiB |
| Yes | |
|---|---|
| No | |
| Onboarding? What onboarding? |
Length
| Max length | 28 |
|---|---|
| Median length | 3 |
| Mean length | 8.602495544 |
| Min length | 2 |
Characters and Unicode
| Total characters | 19304 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yes |
|---|---|
| 2nd row | Onboarding? What onboarding? |
| 3rd row | No |
| 4th row | Yes |
| 5th row | Onboarding? What onboarding? |
Common Values
| Value | Count | Frequency (%) |
| Yes | 1062 | |
| No | 653 | |
| Onboarding? What onboarding? | 529 | |
| (Missing) | 17 | 0.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| yes | 1062 | |
| onboarding | 1058 | |
| no | 653 | |
| what | 529 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 2240 | 11.6% |
| n | 2116 | 11.0% |
| a | 1587 | 8.2% |
| Y | 1062 | 5.5% |
| s | 1062 | 5.5% |
| e | 1062 | 5.5% |
| i | 1058 | 5.5% |
| 1058 | 5.5% | |
| ? | 1058 | 5.5% |
| g | 1058 | 5.5% |
| Other values (8) | 5943 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 14415 | |
| Uppercase Letter | 2773 | 14.4% |
| Space Separator | 1058 | 5.5% |
| Other Punctuation | 1058 | 5.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 2240 | |
| n | 2116 | |
| a | 1587 | |
| s | 1062 | |
| e | 1062 | |
| i | 1058 | |
| g | 1058 | |
| r | 1058 | |
| d | 1058 | |
| b | 1058 | |
| Other values (2) | 1058 |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 1062 | |
| N | 653 | |
| O | 529 | |
| W | 529 |
Space Separator
| Value | Count | Frequency (%) |
| 1058 |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 1058 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 17188 | |
| Common | 2116 | 11.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 2240 | |
| n | 2116 | |
| a | 1587 | |
| Y | 1062 | 6.2% |
| s | 1062 | 6.2% |
| e | 1062 | 6.2% |
| i | 1058 | 6.2% |
| g | 1058 | 6.2% |
| r | 1058 | 6.2% |
| d | 1058 | 6.2% |
| Other values (6) | 3827 |
Common
| Value | Count | Frequency (%) |
| 1058 | ||
| ? | 1058 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19304 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 2240 | 11.6% |
| n | 2116 | 11.0% |
| a | 1587 | 8.2% |
| Y | 1062 | 5.5% |
| s | 1062 | 5.5% |
| e | 1062 | 5.5% |
| i | 1058 | 5.5% |
| 1058 | 5.5% | |
| ? | 1058 | 5.5% |
| g | 1058 | 5.5% |
| Other values (8) | 5943 |
new_other_comms
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 4 |
| Missing (%) | 0.2% |
| Memory size | 4.5 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 4 |
| Value | Count | Frequency (%) |
| False | 1312 | |
| True | 945 | |
| (Missing) | 4 | 0.2% |
new_overtime
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 6 |
| Missing (%) | 0.3% |
| Memory size | 17.8 KiB |
| Often: 1-2 days per week or more | |
|---|---|
| Sometimes: 1-2 days per month but less than weekly | |
| Occasionally: 1-2 days per quarter but less than monthly | |
| Rarely: 1-2 days per year or less | |
| Never |
Length
| Max length | 56 |
|---|---|
| Median length | 50 |
| Mean length | 39.20620843 |
| Min length | 5 |
Characters and Unicode
| Total characters | 88410 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sometimes: 1-2 days per month but less than weekly |
|---|---|
| 2nd row | Occasionally: 1-2 days per quarter but less than monthly |
| 3rd row | Sometimes: 1-2 days per month but less than weekly |
| 4th row | Occasionally: 1-2 days per quarter but less than monthly |
| 5th row | Rarely: 1-2 days per year or less |
Common Values
| Value | Count | Frequency (%) |
| Often: 1-2 days per week or more | 706 | |
| Sometimes: 1-2 days per month but less than weekly | 642 | |
| Occasionally: 1-2 days per quarter but less than monthly | 413 | |
| Rarely: 1-2 days per year or less | 290 | |
| Never | 204 | 9.0% |
| (Missing) | 6 | 0.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1-2 | 2051 | |
| days | 2051 | |
| per | 2051 | |
| less | 1345 | 8.1% |
| but | 1055 | 6.3% |
| than | 1055 | 6.3% |
| or | 996 | 6.0% |
| often | 706 | 4.2% |
| more | 706 | 4.2% |
| week | 706 | 4.2% |
| Other values (9) | 3949 |
Most occurring characters
| Value | Count | Frequency (%) |
| 14416 | ||
| e | 10189 | 11.5% |
| s | 5796 | 6.6% |
| r | 5363 | 6.1% |
| t | 4926 | 5.6% |
| a | 4925 | 5.6% |
| y | 4099 | 4.6% |
| o | 3812 | 4.3% |
| l | 3516 | 4.0% |
| n | 3229 | 3.7% |
| Other values (21) | 28139 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 63535 | |
| Space Separator | 14416 | 16.3% |
| Decimal Number | 4102 | 4.6% |
| Uppercase Letter | 2255 | 2.6% |
| Dash Punctuation | 2051 | 2.3% |
| Other Punctuation | 2051 | 2.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10189 | |
| s | 5796 | 9.1% |
| r | 5363 | 8.4% |
| t | 4926 | 7.8% |
| a | 4925 | 7.8% |
| y | 4099 | 6.5% |
| o | 3812 | 6.0% |
| l | 3516 | 5.5% |
| n | 3229 | 5.1% |
| m | 3045 | 4.8% |
| Other values (12) | 14635 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 1119 | |
| S | 642 | |
| R | 290 | 12.9% |
| N | 204 | 9.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2051 | |
| 1 | 2051 |
Space Separator
| Value | Count | Frequency (%) |
| 14416 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2051 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 2051 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 65790 | |
| Common | 22620 | 25.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10189 | |
| s | 5796 | 8.8% |
| r | 5363 | 8.2% |
| t | 4926 | 7.5% |
| a | 4925 | 7.5% |
| y | 4099 | 6.2% |
| o | 3812 | 5.8% |
| l | 3516 | 5.3% |
| n | 3229 | 4.9% |
| m | 3045 | 4.6% |
| Other values (16) | 16890 |
Common
| Value | Count | Frequency (%) |
| 14416 | ||
| 2 | 2051 | 9.1% |
| - | 2051 | 9.1% |
| 1 | 2051 | 9.1% |
| : | 2051 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 88410 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 14416 | ||
| e | 10189 | 11.5% |
| s | 5796 | 6.6% |
| r | 5363 | 6.1% |
| t | 4926 | 5.6% |
| a | 4925 | 5.6% |
| y | 4099 | 4.6% |
| o | 3812 | 4.3% |
| l | 3516 | 4.0% |
| n | 3229 | 3.7% |
| Other values (21) | 28139 |
| Distinct | 56 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 781 |
| Missing (%) | 34.5% |
| Memory size | 17.8 KiB |
| Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow | |
|---|---|
| Start a free trial;Ask developers I know/work with | |
| Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd | |
| Start a free trial;Visit developer communities like Stack Overflow | |
| Ask developers I know/work with;Visit developer communities like Stack Overflow | |
| Other values (51) |
Length
| Max length | 253 |
|---|---|
| Median length | 213 |
| Mean length | 101.072973 |
| Min length | 18 |
Characters and Unicode
| Total characters | 149588 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow |
|---|---|
| 2nd row | Ask developers I know/work with;Visit developer communities like Stack Overflow |
| 3rd row | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow |
| 4th row | Start a free trial;Ask developers I know/work with |
| 5th row | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow |
Common Values
| Value | Count | Frequency (%) |
| Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow | 321 | |
| Start a free trial;Ask developers I know/work with | 188 | 8.3% |
| Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd | 169 | 7.5% |
| Start a free trial;Visit developer communities like Stack Overflow | 100 | 4.4% |
| Ask developers I know/work with;Visit developer communities like Stack Overflow | 98 | 4.3% |
| Start a free trial | 79 | 3.5% |
| Ask developers I know/work with | 50 | 2.2% |
| Start a free trial;Ask developers I know/work with;Read ratings or reviews on third party sites like G2Crowd | 50 | 2.2% |
| Start a free trial;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd | 48 | 2.1% |
| Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd | 41 | 1.8% |
| Other values (46) | 336 | |
| (Missing) | 781 |
Length
| Value | Count | Frequency (%) |
| like | 1488 | 7.0% |
| i | 1342 | 6.4% |
| start | 1180 | 5.6% |
| free | 1180 | 5.6% |
| a | 1180 | 5.6% |
| developers | 1128 | 5.3% |
| know/work | 1128 | 5.3% |
| developer | 1011 | 4.8% |
| communities | 1011 | 4.8% |
| stack | 1011 | 4.8% |
| Other values (32) | 9453 |
Most occurring characters
| Value | Count | Frequency (%) |
| 19632 | ||
| e | 16421 | 11.0% |
| r | 11212 | 7.5% |
| i | 11026 | 7.4% |
| t | 10887 | 7.3% |
| o | 8380 | 5.6% |
| s | 7678 | 5.1% |
| a | 7572 | 5.1% |
| l | 5922 | 4.0% |
| k | 5883 | 3.9% |
| Other values (23) | 44975 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 117285 | |
| Space Separator | 19632 | 13.1% |
| Uppercase Letter | 8432 | 5.6% |
| Other Punctuation | 3762 | 2.5% |
| Decimal Number | 477 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 16421 | |
| r | 11212 | |
| i | 11026 | |
| t | 10887 | |
| o | 8380 | 7.1% |
| s | 7678 | 6.5% |
| a | 7572 | 6.5% |
| l | 5922 | 5.0% |
| k | 5883 | 5.0% |
| w | 5349 | 4.6% |
| Other values (11) | 26955 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2191 | |
| I | 1342 | |
| A | 1128 | |
| V | 1011 | |
| O | 1011 | |
| R | 795 | 9.4% |
| G | 477 | 5.7% |
| C | 477 | 5.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 2634 | |
| / | 1128 |
Space Separator
| Value | Count | Frequency (%) |
| 19632 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 477 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 125717 | |
| Common | 23871 | 16.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 16421 | |
| r | 11212 | 8.9% |
| i | 11026 | 8.8% |
| t | 10887 | 8.7% |
| o | 8380 | 6.7% |
| s | 7678 | 6.1% |
| a | 7572 | 6.0% |
| l | 5922 | 4.7% |
| k | 5883 | 4.7% |
| w | 5349 | 4.3% |
| Other values (19) | 35387 |
Common
| Value | Count | Frequency (%) |
| 19632 | ||
| ; | 2634 | 11.0% |
| / | 1128 | 4.7% |
| 2 | 477 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 149588 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 19632 | ||
| e | 16421 | 11.0% |
| r | 11212 | 7.5% |
| i | 11026 | 7.4% |
| t | 10887 | 7.3% |
| o | 8380 | 5.6% |
| s | 7678 | 5.1% |
| a | 7572 | 5.1% |
| l | 5922 | 4.0% |
| k | 5883 | 3.9% |
| Other values (23) | 44975 |
purple_link
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| Hello, old friend | |
|---|---|
| Indifferent | |
| Amused | |
| Annoyed |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 12.97169394 |
| Min length | 6 |
Characters and Unicode
| Total characters | 29329 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hello, old friend |
|---|---|
| 2nd row | Hello, old friend |
| 3rd row | Hello, old friend |
| 4th row | Amused |
| 5th row | Hello, old friend |
Common Values
| Value | Count | Frequency (%) |
| Hello, old friend | 1225 | |
| Indifferent | 405 | 17.9% |
| Amused | 368 | 16.3% |
| Annoyed | 263 | 11.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| hello | 1225 | |
| old | 1225 | |
| friend | 1225 | |
| indifferent | 405 | 8.6% |
| amused | 368 | 7.8% |
| annoyed | 263 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3891 | |
| l | 3675 | |
| d | 3486 | |
| o | 2713 | |
| n | 2561 | |
| 2450 | ||
| f | 2035 | |
| i | 1630 | |
| r | 1630 | |
| H | 1225 | 4.2% |
| Other values (8) | 4033 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23393 | |
| Space Separator | 2450 | 8.4% |
| Uppercase Letter | 2261 | 7.7% |
| Other Punctuation | 1225 | 4.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3891 | |
| l | 3675 | |
| d | 3486 | |
| o | 2713 | |
| n | 2561 | |
| f | 2035 | |
| i | 1630 | |
| r | 1630 | |
| t | 405 | 1.7% |
| m | 368 | 1.6% |
| Other values (3) | 999 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 1225 | |
| A | 631 | |
| I | 405 | 17.9% |
Space Separator
| Value | Count | Frequency (%) |
| 2450 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1225 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25654 | |
| Common | 3675 | 12.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3891 | |
| l | 3675 | |
| d | 3486 | |
| o | 2713 | |
| n | 2561 | |
| f | 2035 | |
| i | 1630 | |
| r | 1630 | |
| H | 1225 | 4.8% |
| A | 631 | 2.5% |
| Other values (6) | 2177 |
Common
| Value | Count | Frequency (%) |
| 2450 | ||
| , | 1225 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29329 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3891 | |
| l | 3675 | |
| d | 3486 | |
| o | 2713 | |
| n | 2561 | |
| 2450 | ||
| f | 2035 | |
| i | 1630 | |
| r | 1630 | |
| H | 1225 | 4.2% |
| Other values (8) | 4033 |
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 4 |
| Missing (%) | 0.2% |
| Memory size | 17.8 KiB |
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | |
|---|---|
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers) | |
| Stack Overflow (public Q&A for anyone who codes) | |
| Stack Overflow (public Q&A for anyone who codes);Stack Overflow Jobs (for job seekers) | |
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers);Stack Overflow for Teams (private Q&A for organizations) | 36 |
| Other values (20) |
Length
| Max length | 305 |
|---|---|
| Median length | 251 |
| Mean length | 108.6672574 |
| Min length | 37 |
Characters and Unicode
| Total characters | 245262 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) |
|---|---|
| 2nd row | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers) |
| 3rd row | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) |
| 4th row | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) |
| 5th row | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) |
Common Values
| Value | Count | Frequency (%) |
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | 1021 | |
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers) | 667 | |
| Stack Overflow (public Q&A for anyone who codes) | 303 | 13.4% |
| Stack Overflow (public Q&A for anyone who codes);Stack Overflow Jobs (for job seekers) | 122 | 5.4% |
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers);Stack Overflow for Teams (private Q&A for organizations) | 36 | 1.6% |
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow for Teams (private Q&A for organizations) | 22 | 1.0% |
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers);Stack Overflow Talent (for hiring companies/recruiters) | 18 | 0.8% |
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers);Stack Overflow for Teams (private Q&A for organizations);Stack Overflow Talent (for hiring companies/recruiters);Stack Overflow Advertising (for technology companies) | 12 | 0.5% |
| Stack Overflow (public Q&A for anyone who codes);Stack Overflow Jobs (for job seekers);Stack Overflow for Teams (private Q&A for organizations) | 8 | 0.4% |
| Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Advertising (for technology companies) | 7 | 0.3% |
| Other values (15) | 41 | 1.8% |
Length
| Value | Count | Frequency (%) |
| for | 5204 | |
| q&a | 4143 | |
| public | 4050 | |
| overflow | 3309 | 8.7% |
| stack | 2253 | 5.9% |
| anyone | 2248 | 5.9% |
| who | 2248 | 5.9% |
| codes);stack | 1945 | 5.1% |
| of | 1806 | 4.8% |
| variety | 1802 | 4.8% |
| Other values (27) | 8920 |
Most occurring characters
| Value | Count | Frequency (%) |
| 35671 | 14.5% | |
| o | 20963 | 8.5% |
| c | 15177 | 6.2% |
| e | 14580 | 5.9% |
| a | 13280 | 5.4% |
| r | 11632 | 4.7% |
| f | 10319 | 4.2% |
| t | 9077 | 3.7% |
| i | 8244 | 3.4% |
| l | 7441 | 3.0% |
| Other values (29) | 98878 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 172742 | |
| Space Separator | 35671 | 14.5% |
| Uppercase Letter | 19573 | 8.0% |
| Other Punctuation | 7054 | 2.9% |
| Open Punctuation | 5111 | 2.1% |
| Close Punctuation | 5111 | 2.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 20963 | 12.1% |
| c | 15177 | 8.8% |
| e | 14580 | 8.4% |
| a | 13280 | 7.7% |
| r | 11632 | 6.7% |
| f | 10319 | 6.0% |
| t | 9077 | 5.3% |
| i | 8244 | 4.8% |
| l | 7441 | 4.3% |
| s | 7074 | 4.1% |
| Other values (15) | 54955 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5111 | |
| A | 4172 | |
| Q | 4143 | |
| O | 3309 | |
| E | 1802 | 9.2% |
| J | 886 | 4.5% |
| T | 146 | 0.7% |
| I | 4 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 4143 | |
| ; | 2858 | |
| / | 53 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 35671 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5111 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5111 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 192315 | |
| Common | 52947 | 21.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 20963 | 10.9% |
| c | 15177 | 7.9% |
| e | 14580 | 7.6% |
| a | 13280 | 6.9% |
| r | 11632 | 6.0% |
| f | 10319 | 5.4% |
| t | 9077 | 4.7% |
| i | 8244 | 4.3% |
| l | 7441 | 3.9% |
| s | 7074 | 3.7% |
| Other values (23) | 74528 |
Common
| Value | Count | Frequency (%) |
| 35671 | ||
| ( | 5111 | 9.7% |
| ) | 5111 | 9.7% |
| & | 4143 | 7.8% |
| ; | 2858 | 5.4% |
| / | 53 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 245262 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 35671 | 14.5% | |
| o | 20963 | 8.5% |
| c | 15177 | 6.2% |
| e | 14580 | 5.9% |
| a | 13280 | 5.4% |
| r | 11632 | 4.7% |
| f | 10319 | 4.2% |
| t | 9077 | 3.7% |
| i | 8244 | 3.4% |
| l | 7441 | 3.0% |
| Other values (29) | 98878 |
| Distinct | 215 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 29 |
| Missing (%) | 1.3% |
| Memory size | 17.8 KiB |
| Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later | 107 |
|---|---|
| Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later | 106 |
| Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later | 98 |
| Call a coworker or friend;Visit Stack Overflow;Watch help / tutorial videos | 97 |
| Call a coworker or friend;Visit Stack Overflow;Do other work and come back later | 96 |
| Other values (210) |
Length
| Max length | 225 |
|---|---|
| Median length | 184 |
| Mean length | 98.00224014 |
| Min length | 20 |
Characters and Unicode
| Total characters | 218741 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 73 ? |
|---|---|
| Unique (%) | 3.3% |
Sample
| 1st row | Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later |
|---|---|
| 2nd row | Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later |
| 3rd row | Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later |
| 4th row | Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Visit another developer community (please name): |
| 5th row | Play games;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Visit another developer community (please name): |
Common Values
| Value | Count | Frequency (%) |
| Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later | 107 | 4.7% |
| Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later | 106 | 4.7% |
| Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later | 98 | 4.3% |
| Call a coworker or friend;Visit Stack Overflow;Watch help / tutorial videos | 97 | 4.3% |
| Call a coworker or friend;Visit Stack Overflow;Do other work and come back later | 96 | 4.2% |
| Call a coworker or friend;Visit Stack Overflow;Watch help / tutorial videos;Do other work and come back later | 93 | 4.1% |
| Visit Stack Overflow;Watch help / tutorial videos | 92 | 4.1% |
| Visit Stack Overflow;Watch help / tutorial videos;Do other work and come back later | 82 | 3.6% |
| Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later | 80 | 3.5% |
| Call a coworker or friend;Visit Stack Overflow | 74 | 3.3% |
| Other values (205) | 1307 |
Length
| Value | Count | Frequency (%) |
| other | 2502 | 7.5% |
| or | 2329 | 7.0% |
| a | 2329 | 7.0% |
| stack | 2095 | 6.3% |
| come | 1348 | 4.0% |
| work | 1348 | 4.0% |
| back | 1348 | 4.0% |
| and | 1348 | 4.0% |
| later | 1213 | 3.6% |
| help | 1181 | 3.5% |
| Other values (57) | 16443 |
Most occurring characters
| Value | Count | Frequency (%) |
| 31252 | ||
| o | 18701 | 8.5% |
| a | 17305 | 7.9% |
| r | 15956 | 7.3% |
| t | 15232 | 7.0% |
| e | 14581 | 6.7% |
| i | 12453 | 5.7% |
| l | 11224 | 5.1% |
| c | 9930 | 4.5% |
| k | 7120 | 3.3% |
| Other values (27) | 64987 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 167579 | |
| Space Separator | 31252 | 14.3% |
| Uppercase Letter | 12220 | 5.6% |
| Other Punctuation | 7216 | 3.3% |
| Open Punctuation | 237 | 0.1% |
| Close Punctuation | 237 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 18701 | |
| a | 17305 | |
| r | 15956 | |
| t | 15232 | 9.1% |
| e | 14581 | 8.7% |
| i | 12453 | 7.4% |
| l | 11224 | 6.7% |
| c | 9930 | 5.9% |
| k | 7120 | 4.2% |
| h | 6255 | 3.7% |
| Other values (12) | 38822 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 2332 | |
| S | 2095 | |
| O | 2095 | |
| D | 1348 | |
| W | 1181 | |
| C | 1175 | |
| G | 1154 | |
| P | 525 | 4.3% |
| M | 315 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 5798 | |
| / | 1181 | 16.4% |
| : | 237 | 3.3% |
Space Separator
| Value | Count | Frequency (%) |
| 31252 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 237 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 237 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 179799 | |
| Common | 38942 | 17.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 18701 | 10.4% |
| a | 17305 | 9.6% |
| r | 15956 | 8.9% |
| t | 15232 | 8.5% |
| e | 14581 | 8.1% |
| i | 12453 | 6.9% |
| l | 11224 | 6.2% |
| c | 9930 | 5.5% |
| k | 7120 | 4.0% |
| h | 6255 | 3.5% |
| Other values (21) | 51042 |
Common
| Value | Count | Frequency (%) |
| 31252 | ||
| ; | 5798 | 14.9% |
| / | 1181 | 3.0% |
| ( | 237 | 0.6% |
| ) | 237 | 0.6% |
| : | 237 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 218741 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 31252 | ||
| o | 18701 | 8.5% |
| a | 17305 | 7.9% |
| r | 15956 | 7.3% |
| t | 15232 | 7.0% |
| e | 14581 | 6.7% |
| i | 12453 | 5.7% |
| l | 11224 | 5.1% |
| c | 9930 | 4.5% |
| k | 7120 | 3.3% |
| Other values (27) | 64987 |
op_sys
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 16 |
| Missing (%) | 0.7% |
| Memory size | 17.8 KiB |
| Windows | |
|---|---|
| Linux-based | |
| MacOS | |
| BSD | 1 |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 7.981737194 |
| Min length | 3 |
Characters and Unicode
| Total characters | 17919 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Windows |
|---|---|
| 2nd row | Linux-based |
| 3rd row | MacOS |
| 4th row | Windows |
| 5th row | Windows |
Common Values
| Value | Count | Frequency (%) |
| Windows | 906 | |
| Linux-based | 814 | |
| MacOS | 524 | |
| BSD | 1 | < 0.1% |
| (Missing) | 16 | 0.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| windows | 906 | |
| linux-based | 814 | |
| macos | 524 | |
| bsd | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1720 | 9.6% |
| n | 1720 | 9.6% |
| d | 1720 | 9.6% |
| s | 1720 | 9.6% |
| a | 1338 | 7.5% |
| W | 906 | 5.1% |
| o | 906 | 5.1% |
| w | 906 | 5.1% |
| e | 814 | 4.5% |
| b | 814 | 4.5% |
| Other values (10) | 5355 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13810 | |
| Uppercase Letter | 3295 | 18.4% |
| Dash Punctuation | 814 | 4.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 1720 | |
| n | 1720 | |
| d | 1720 | |
| s | 1720 | |
| a | 1338 | |
| o | 906 | |
| w | 906 | |
| e | 814 | |
| b | 814 | |
| x | 814 | |
| Other values (2) | 1338 |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 906 | |
| L | 814 | |
| S | 525 | |
| M | 524 | |
| O | 524 | |
| B | 1 | < 0.1% |
| D | 1 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 814 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 17105 | |
| Common | 814 | 4.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 1720 | 10.1% |
| n | 1720 | 10.1% |
| d | 1720 | 10.1% |
| s | 1720 | 10.1% |
| a | 1338 | 7.8% |
| W | 906 | 5.3% |
| o | 906 | 5.3% |
| w | 906 | 5.3% |
| e | 814 | 4.8% |
| b | 814 | 4.8% |
| Other values (9) | 4541 |
Common
| Value | Count | Frequency (%) |
| - | 814 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17919 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 1720 | 9.6% |
| n | 1720 | 9.6% |
| d | 1720 | 9.6% |
| s | 1720 | 9.6% |
| a | 1338 | 7.5% |
| W | 906 | 5.1% |
| o | 906 | 5.1% |
| w | 906 | 5.1% |
| e | 814 | 4.5% |
| b | 814 | 4.5% |
| Other values (10) | 5355 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 38 |
| Missing (%) | 1.7% |
| Memory size | 17.8 KiB |
| 20 to 99 employees | |
|---|---|
| 10,000 or more employees | |
| 100 to 499 employees | |
| 1,000 to 4,999 employees | |
| 2 to 9 employees | |
| Other values (4) |
Length
| Max length | 50 |
|---|---|
| Median length | 24 |
| Mean length | 21.64012596 |
| Min length | 16 |
Characters and Unicode
| Total characters | 48106 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1,000 to 4,999 employees |
|---|---|
| 2nd row | 10 to 19 employees |
| 3rd row | 20 to 99 employees |
| 4th row | 5,000 to 9,999 employees |
| 5th row | 2 to 9 employees |
Common Values
| Value | Count | Frequency (%) |
| 20 to 99 employees | 444 | |
| 10,000 or more employees | 400 | |
| 100 to 499 employees | 355 | |
| 1,000 to 4,999 employees | 292 | |
| 2 to 9 employees | 213 | |
| 10 to 19 employees | 160 | 7.1% |
| 5,000 to 9,999 employees | 142 | 6.3% |
| 500 to 999 employees | 138 | 6.1% |
| Just me - I am a freelancer, sole proprietor, etc. | 79 | 3.5% |
| (Missing) | 38 | 1.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| employees | 2144 | |
| to | 1744 | |
| 20 | 444 | 4.7% |
| 99 | 444 | 4.7% |
| 10,000 | 400 | 4.3% |
| or | 400 | 4.3% |
| more | 400 | 4.3% |
| 100 | 355 | 3.8% |
| 499 | 355 | 3.8% |
| 1,000 | 292 | 3.1% |
| Other values (19) | 2388 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7385 | |
| 7143 | ||
| o | 4925 | |
| 0 | 4492 | |
| 9 | 3829 | |
| m | 2702 | 5.6% |
| p | 2302 | 4.8% |
| l | 2302 | 4.8% |
| s | 2302 | 4.8% |
| y | 2144 | 4.5% |
| Other values (17) | 8580 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 27949 | |
| Decimal Number | 11272 | |
| Space Separator | 7143 | 14.8% |
| Other Punctuation | 1505 | 3.1% |
| Uppercase Letter | 158 | 0.3% |
| Dash Punctuation | 79 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 7385 | |
| o | 4925 | |
| m | 2702 | 9.7% |
| p | 2302 | 8.2% |
| l | 2302 | 8.2% |
| s | 2302 | 8.2% |
| y | 2144 | 7.7% |
| t | 1981 | 7.1% |
| r | 1195 | 4.3% |
| a | 237 | 0.8% |
| Other values (5) | 474 | 1.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4492 | |
| 9 | 3829 | |
| 1 | 1367 | 12.1% |
| 2 | 657 | 5.8% |
| 4 | 647 | 5.7% |
| 5 | 280 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1426 | |
| . | 79 | 5.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 79 | |
| I | 79 |
Space Separator
| Value | Count | Frequency (%) |
| 7143 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 79 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 28107 | |
| Common | 19999 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 7385 | |
| o | 4925 | |
| m | 2702 | 9.6% |
| p | 2302 | 8.2% |
| l | 2302 | 8.2% |
| s | 2302 | 8.2% |
| y | 2144 | 7.6% |
| t | 1981 | 7.0% |
| r | 1195 | 4.3% |
| a | 237 | 0.8% |
| Other values (7) | 632 | 2.2% |
Common
| Value | Count | Frequency (%) |
| 7143 | ||
| 0 | 4492 | |
| 9 | 3829 | |
| , | 1426 | 7.1% |
| 1 | 1367 | 6.8% |
| 2 | 657 | 3.3% |
| 4 | 647 | 3.2% |
| 5 | 280 | 1.4% |
| - | 79 | 0.4% |
| . | 79 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48106 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 7385 | |
| 7143 | ||
| o | 4925 | |
| 0 | 4492 | |
| 9 | 3829 | |
| m | 2702 | 5.6% |
| p | 2302 | 4.8% |
| l | 2302 | 4.8% |
| s | 2302 | 4.8% |
| y | 2144 | 4.5% |
| Other values (17) | 8580 |
| Distinct | 948 |
|---|---|
| Distinct (%) | 45.9% |
| Missing | 196 |
| Missing (%) | 8.7% |
| Memory size | 17.8 KiB |
| Linux | 100 |
|---|---|
| Docker;Linux | 55 |
| Linux;Windows | 46 |
| Windows | 44 |
| AWS;Docker;Kubernetes;Linux | 29 |
| Other values (943) |
Length
| Max length | 177 |
|---|---|
| Median length | 111 |
| Mean length | 38.56949153 |
| Min length | 3 |
Characters and Unicode
| Total characters | 79646 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 699 ? |
|---|---|
| Unique (%) | 33.8% |
Sample
| 1st row | Linux;MacOS;Windows |
|---|---|
| 2nd row | Arduino;Docker;Linux;Raspberry Pi |
| 3rd row | Kubernetes;Linux |
| 4th row | Docker;Kubernetes |
| 5th row | Docker;Kubernetes |
Common Values
| Value | Count | Frequency (%) |
| Linux | 100 | 4.4% |
| Docker;Linux | 55 | 2.4% |
| Linux;Windows | 46 | 2.0% |
| Windows | 44 | 1.9% |
| AWS;Docker;Kubernetes;Linux | 29 | 1.3% |
| Docker;Kubernetes;Linux | 27 | 1.2% |
| AWS;Docker;Linux | 24 | 1.1% |
| Linux;MacOS | 23 | 1.0% |
| AWS | 19 | 0.8% |
| Microsoft Azure;Windows | 16 | 0.7% |
| Other values (938) | 1682 | |
| (Missing) | 196 | 8.7% |
Length
| Value | Count | Frequency (%) |
| cloud | 818 | 15.3% |
| pi | 322 | 6.0% |
| aws;docker;google | 203 | 3.8% |
| apps | 168 | 3.1% |
| and | 168 | 3.1% |
| pi;windows | 147 | 2.7% |
| azure | 145 | 2.7% |
| azure;windows | 136 | 2.5% |
| azure;raspberry | 131 | 2.4% |
| or | 119 | 2.2% |
| Other values (559) | 2993 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 6944 | 8.7% |
| ; | 6425 | 8.1% |
| r | 5923 | 7.4% |
| e | 5484 | 6.9% |
| i | 4114 | 5.2% |
| n | 4057 | 5.1% |
| u | 3885 | 4.9% |
| 3285 | 4.1% | |
| s | 3054 | 3.8% |
| d | 2731 | 3.4% |
| Other values (29) | 33744 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55064 | |
| Uppercase Letter | 14872 | 18.7% |
| Other Punctuation | 6425 | 8.1% |
| Space Separator | 3285 | 4.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 6944 | |
| r | 5923 | |
| e | 5484 | 10.0% |
| i | 4114 | 7.5% |
| n | 4057 | 7.4% |
| u | 3885 | 7.1% |
| s | 3054 | 5.5% |
| d | 2731 | 5.0% |
| a | 2389 | 4.3% |
| l | 2384 | 4.3% |
| Other values (12) | 14099 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2187 | |
| S | 1796 | |
| W | 1783 | |
| L | 1420 | |
| P | 1367 | |
| D | 1140 | |
| M | 1078 | |
| C | 818 | 5.5% |
| K | 725 | 4.9% |
| O | 711 | 4.8% |
| Other values (5) | 1847 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 6425 |
Space Separator
| Value | Count | Frequency (%) |
| 3285 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 69936 | |
| Common | 9710 | 12.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 6944 | 9.9% |
| r | 5923 | 8.5% |
| e | 5484 | 7.8% |
| i | 4114 | 5.9% |
| n | 4057 | 5.8% |
| u | 3885 | 5.6% |
| s | 3054 | 4.4% |
| d | 2731 | 3.9% |
| a | 2389 | 3.4% |
| l | 2384 | 3.4% |
| Other values (27) | 28971 |
Common
| Value | Count | Frequency (%) |
| ; | 6425 | |
| 3285 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79646 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 6944 | 8.7% |
| ; | 6425 | 8.1% |
| r | 5923 | 7.4% |
| e | 5484 | 6.9% |
| i | 4114 | 5.2% |
| n | 4057 | 5.1% |
| u | 3885 | 4.9% |
| 3285 | 4.1% | |
| s | 3054 | 3.8% |
| d | 2731 | 3.4% |
| Other values (29) | 33744 |
| Distinct | 897 |
|---|---|
| Distinct (%) | 41.3% |
| Missing | 91 |
| Missing (%) | 4.0% |
| Memory size | 17.8 KiB |
| Windows | 125 |
|---|---|
| Linux;Windows | 116 |
| Linux | 100 |
| Docker;Linux | 75 |
| Docker;Linux;Windows | 45 |
| Other values (892) |
Length
| Max length | 166 |
|---|---|
| Median length | 116 |
| Mean length | 34.12626728 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74054 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 656 ? |
|---|---|
| Unique (%) | 30.2% |
Sample
| 1st row | MacOS;Windows |
|---|---|
| 2nd row | Arduino;AWS;Linux;Microsoft Azure;Raspberry Pi |
| 3rd row | Linux;Microsoft Azure |
| 4th row | Docker |
| 5th row | Docker;Kubernetes;Linux;Raspberry Pi;Windows |
Common Values
| Value | Count | Frequency (%) |
| Windows | 125 | 5.5% |
| Linux;Windows | 116 | 5.1% |
| Linux | 100 | 4.4% |
| Docker;Linux | 75 | 3.3% |
| Docker;Linux;Windows | 45 | 2.0% |
| Microsoft Azure;Windows | 28 | 1.2% |
| AWS;Docker;Linux | 25 | 1.1% |
| Linux;MacOS | 23 | 1.0% |
| AWS;Linux | 19 | 0.8% |
| Docker;Linux;MacOS | 19 | 0.8% |
| Other values (887) | 1595 | |
| (Missing) | 91 | 4.0% |
Length
| Value | Count | Frequency (%) |
| cloud | 598 | 12.4% |
| apps | 184 | 3.8% |
| and | 184 | 3.8% |
| azure;windows | 174 | 3.6% |
| pi;windows | 153 | 3.2% |
| pi | 139 | 2.9% |
| aws;docker;google | 131 | 2.7% |
| windows | 125 | 2.6% |
| linux;windows | 116 | 2.4% |
| linux | 100 | 2.1% |
| Other values (574) | 2901 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 6562 | 8.9% |
| ; | 6217 | 8.4% |
| r | 5099 | 6.9% |
| i | 4506 | 6.1% |
| n | 4333 | 5.9% |
| e | 4095 | 5.5% |
| u | 3395 | 4.6% |
| s | 3226 | 4.4% |
| d | 3143 | 4.2% |
| 2635 | 3.6% | |
| Other values (29) | 30843 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 51028 | |
| Uppercase Letter | 14174 | 19.1% |
| Other Punctuation | 6217 | 8.4% |
| Space Separator | 2635 | 3.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 6562 | |
| r | 5099 | |
| i | 4506 | 8.8% |
| n | 4333 | 8.5% |
| e | 4095 | 8.0% |
| u | 3395 | 6.7% |
| s | 3226 | 6.3% |
| d | 3143 | 6.2% |
| c | 2252 | 4.4% |
| a | 2158 | 4.2% |
| Other values (12) | 12259 |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 2280 | |
| A | 2031 | |
| S | 1781 | |
| L | 1591 | |
| P | 1160 | |
| M | 1087 | |
| D | 1055 | |
| O | 768 | 5.4% |
| C | 598 | 4.2% |
| G | 524 | 3.7% |
| Other values (5) | 1299 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 6217 |
Space Separator
| Value | Count | Frequency (%) |
| 2635 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 65202 | |
| Common | 8852 | 12.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 6562 | 10.1% |
| r | 5099 | 7.8% |
| i | 4506 | 6.9% |
| n | 4333 | 6.6% |
| e | 4095 | 6.3% |
| u | 3395 | 5.2% |
| s | 3226 | 4.9% |
| d | 3143 | 4.8% |
| W | 2280 | 3.5% |
| c | 2252 | 3.5% |
| Other values (27) | 26311 |
Common
| Value | Count | Frequency (%) |
| ; | 6217 | |
| 2635 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74054 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 6562 | 8.9% |
| ; | 6217 | 8.4% |
| r | 5099 | 6.9% |
| i | 4506 | 6.1% |
| n | 4333 | 5.9% |
| e | 4095 | 5.5% |
| u | 3395 | 4.6% |
| s | 3226 | 4.4% |
| d | 3143 | 4.2% |
| 2635 | 3.6% | |
| Other values (29) | 30843 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 208 |
| Missing (%) | 9.2% |
| Memory size | 17.8 KiB |
| I have some influence | |
|---|---|
| I have little or no influence | |
| I have a great deal of influence |
Length
| Max length | 32 |
|---|---|
| Median length | 29 |
| Mean length | 26.2513395 |
| Min length | 21 |
Characters and Unicode
| Total characters | 53894 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I have little or no influence |
|---|---|
| 2nd row | I have some influence |
| 3rd row | I have some influence |
| 4th row | I have little or no influence |
| 5th row | I have some influence |
Common Values
| Value | Count | Frequency (%) |
| I have some influence | 873 | |
| I have little or no influence | 733 | |
| I have a great deal of influence | 447 | |
| (Missing) | 208 | 9.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| i | 2053 | |
| have | 2053 | |
| influence | 2053 | |
| some | 873 | |
| little | 733 | 6.7% |
| or | 733 | 6.7% |
| no | 733 | 6.7% |
| a | 447 | 4.1% |
| great | 447 | 4.1% |
| deal | 447 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8966 | ||
| e | 8659 | |
| n | 4839 | |
| l | 3966 | 7.4% |
| a | 3394 | 6.3% |
| i | 2786 | 5.2% |
| o | 2786 | 5.2% |
| f | 2500 | 4.6% |
| c | 2053 | 3.8% |
| u | 2053 | 3.8% |
| Other values (9) | 11892 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42875 | |
| Space Separator | 8966 | 16.6% |
| Uppercase Letter | 2053 | 3.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8659 | |
| n | 4839 | |
| l | 3966 | |
| a | 3394 | 7.9% |
| i | 2786 | 6.5% |
| o | 2786 | 6.5% |
| f | 2500 | 5.8% |
| c | 2053 | 4.8% |
| u | 2053 | 4.8% |
| v | 2053 | 4.8% |
| Other values (7) | 7786 |
Space Separator
| Value | Count | Frequency (%) |
| 8966 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 2053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 44928 | |
| Common | 8966 | 16.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8659 | |
| n | 4839 | |
| l | 3966 | |
| a | 3394 | 7.6% |
| i | 2786 | 6.2% |
| o | 2786 | 6.2% |
| f | 2500 | 5.6% |
| c | 2053 | 4.6% |
| u | 2053 | 4.6% |
| I | 2053 | 4.6% |
| Other values (8) | 9839 |
Common
| Value | Count | Frequency (%) |
| 8966 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53894 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 8966 | ||
| e | 8659 | |
| n | 4839 | |
| l | 3966 | 7.4% |
| a | 3394 | 6.3% |
| i | 2786 | 5.2% |
| o | 2786 | 5.2% |
| f | 2500 | 4.6% |
| c | 2053 | 3.8% |
| u | 2053 | 3.8% |
| Other values (9) | 11892 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 207 |
| Missing (%) | 9.2% |
| Memory size | 17.8 KiB |
| Straight / Heterosexual | |
|---|---|
| Bisexual | 96 |
| Gay or Lesbian | 45 |
| Bisexual;Straight / Heterosexual | 14 |
| Bisexual;Queer | 11 |
| Other values (7) | 26 |
Length
| Max length | 53 |
|---|---|
| Median length | 23 |
| Mean length | 22.09737098 |
| Min length | 5 |
Characters and Unicode
| Total characters | 45388 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Straight / Heterosexual |
|---|---|
| 2nd row | Straight / Heterosexual |
| 3rd row | Bisexual |
| 4th row | Straight / Heterosexual |
| 5th row | Straight / Heterosexual |
Common Values
| Value | Count | Frequency (%) |
| Straight / Heterosexual | 1862 | |
| Bisexual | 96 | 4.2% |
| Gay or Lesbian | 45 | 2.0% |
| Bisexual;Straight / Heterosexual | 14 | 0.6% |
| Bisexual;Queer | 11 | 0.5% |
| Queer | 10 | 0.4% |
| Straight / Heterosexual;Queer | 6 | 0.3% |
| Gay or Lesbian;Queer | 4 | 0.2% |
| Bisexual;Gay or Lesbian;Straight / Heterosexual;Queer | 3 | 0.1% |
| Bisexual;Gay or Lesbian;Straight / Heterosexual | 1 | < 0.1% |
| Other values (2) | 2 | 0.1% |
| (Missing) | 207 | 9.2% |
Length
| Value | Count | Frequency (%) |
| 1886 | ||
| heterosexual | 1877 | |
| straight | 1868 | |
| bisexual | 96 | 1.6% |
| or | 55 | 0.9% |
| gay | 49 | 0.8% |
| lesbian | 46 | 0.8% |
| bisexual;straight | 14 | 0.2% |
| bisexual;queer | 11 | 0.2% |
| queer | 10 | 0.2% |
| Other values (4) | 24 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5910 | |
| t | 5658 | |
| a | 4009 | 8.8% |
| 3882 | 8.6% | |
| r | 3862 | 8.5% |
| s | 2068 | 4.6% |
| i | 2068 | 4.6% |
| u | 2048 | 4.5% |
| l | 2013 | 4.4% |
| x | 2013 | 4.4% |
| Other values (14) | 11857 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35527 | |
| Uppercase Letter | 4044 | 8.9% |
| Space Separator | 3882 | 8.6% |
| Other Punctuation | 1935 | 4.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5910 | |
| t | 5658 | |
| a | 4009 | |
| r | 3862 | |
| s | 2068 | 5.8% |
| i | 2068 | 5.8% |
| u | 2048 | 5.8% |
| l | 2013 | 5.7% |
| x | 2013 | 5.7% |
| o | 1941 | 5.5% |
| Other values (5) | 3937 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1886 | |
| H | 1886 | |
| B | 127 | 3.1% |
| G | 55 | 1.4% |
| L | 55 | 1.4% |
| Q | 35 | 0.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1886 | |
| ; | 49 | 2.5% |
Space Separator
| Value | Count | Frequency (%) |
| 3882 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 39571 | |
| Common | 5817 | 12.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5910 | |
| t | 5658 | |
| a | 4009 | |
| r | 3862 | |
| s | 2068 | 5.2% |
| i | 2068 | 5.2% |
| u | 2048 | 5.2% |
| l | 2013 | 5.1% |
| x | 2013 | 5.1% |
| o | 1941 | 4.9% |
| Other values (11) | 7981 |
Common
| Value | Count | Frequency (%) |
| 3882 | ||
| / | 1886 | |
| ; | 49 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45388 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 5910 | |
| t | 5658 | |
| a | 4009 | 8.8% |
| 3882 | 8.6% | |
| r | 3862 | 8.5% |
| s | 2068 | 4.6% |
| i | 2068 | 4.6% |
| u | 2048 | 4.5% |
| l | 2013 | 4.4% |
| x | 2013 | 4.4% |
| Other values (14) | 11857 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 14 |
| Missing (%) | 0.6% |
| Memory size | 17.8 KiB |
| Yes | |
|---|---|
| No | |
| Not sure/can't remember | 125 |
Length
| Max length | 23 |
|---|---|
| Median length | 3 |
| Mean length | 4.007120605 |
| Min length | 2 |
Characters and Unicode
| Total characters | 9004 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yes |
|---|---|
| 2nd row | Yes |
| 3rd row | Yes |
| 4th row | Not sure/can't remember |
| 5th row | Yes |
Common Values
| Value | Count | Frequency (%) |
| Yes | 1885 | |
| No | 237 | 10.5% |
| Not sure/can't remember | 125 | 5.5% |
| (Missing) | 14 | 0.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| yes | 1885 | |
| no | 237 | 9.5% |
| not | 125 | 5.0% |
| sure/can't | 125 | 5.0% |
| remember | 125 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2385 | |
| s | 2010 | |
| Y | 1885 | |
| r | 375 | 4.2% |
| N | 362 | 4.0% |
| o | 362 | 4.0% |
| t | 250 | 2.8% |
| 250 | 2.8% | |
| m | 250 | 2.8% |
| u | 125 | 1.4% |
| Other values (6) | 750 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6257 | |
| Uppercase Letter | 2247 | 25.0% |
| Space Separator | 250 | 2.8% |
| Other Punctuation | 250 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2385 | |
| s | 2010 | |
| r | 375 | 6.0% |
| o | 362 | 5.8% |
| t | 250 | 4.0% |
| m | 250 | 4.0% |
| u | 125 | 2.0% |
| c | 125 | 2.0% |
| a | 125 | 2.0% |
| n | 125 | 2.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 1885 | |
| N | 362 | 16.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 125 | |
| ' | 125 |
Space Separator
| Value | Count | Frequency (%) |
| 250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8504 | |
| Common | 500 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2385 | |
| s | 2010 | |
| Y | 1885 | |
| r | 375 | 4.4% |
| N | 362 | 4.3% |
| o | 362 | 4.3% |
| t | 250 | 2.9% |
| m | 250 | 2.9% |
| u | 125 | 1.5% |
| c | 125 | 1.5% |
| Other values (3) | 375 | 4.4% |
Common
| Value | Count | Frequency (%) |
| 250 | ||
| / | 125 | |
| ' | 125 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9004 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2385 | |
| s | 2010 | |
| Y | 1885 | |
| r | 375 | 4.2% |
| N | 362 | 4.0% |
| o | 362 | 4.0% |
| t | 250 | 2.8% |
| 250 | 2.8% | |
| m | 250 | 2.8% |
| u | 125 | 1.4% |
| Other values (6) | 750 | 8.3% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 13 |
| Missing (%) | 0.6% |
| Memory size | 17.8 KiB |
| Yes, somewhat | |
|---|---|
| No, not really | |
| Neutral | |
| Yes, definitely | |
| No, not at all |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 12.55071174 |
| Min length | 7 |
Characters and Unicode
| Total characters | 28214 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yes, somewhat |
|---|---|
| 2nd row | Yes, definitely |
| 3rd row | Yes, somewhat |
| 4th row | No, not really |
| 5th row | Yes, somewhat |
Common Values
| Value | Count | Frequency (%) |
| Yes, somewhat | 744 | |
| No, not really | 567 | |
| Neutral | 399 | |
| Yes, definitely | 381 | |
| No, not at all | 140 | 6.2% |
| Not sure | 17 | 0.8% |
| (Missing) | 13 | 0.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| yes | 1125 | |
| somewhat | 744 | |
| not | 724 | |
| no | 707 | |
| really | 567 | |
| neutral | 399 | 8.1% |
| definitely | 381 | 7.7% |
| at | 140 | 2.8% |
| all | 140 | 2.8% |
| sure | 17 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3614 | |
| 2696 | 9.6% | |
| t | 2388 | 8.5% |
| l | 2194 | 7.8% |
| o | 2175 | 7.7% |
| a | 1990 | 7.1% |
| s | 1886 | 6.7% |
| , | 1832 | 6.5% |
| Y | 1125 | 4.0% |
| N | 1123 | 4.0% |
| Other values (10) | 7191 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 21438 | |
| Space Separator | 2696 | 9.6% |
| Uppercase Letter | 2248 | 8.0% |
| Other Punctuation | 1832 | 6.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3614 | |
| t | 2388 | |
| l | 2194 | |
| o | 2175 | |
| a | 1990 | |
| s | 1886 | |
| n | 1088 | 5.1% |
| r | 983 | 4.6% |
| y | 948 | 4.4% |
| i | 762 | 3.6% |
| Other values (6) | 3410 |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 1125 | |
| N | 1123 |
Space Separator
| Value | Count | Frequency (%) |
| 2696 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1832 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23686 | |
| Common | 4528 | 16.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3614 | |
| t | 2388 | |
| l | 2194 | |
| o | 2175 | |
| a | 1990 | 8.4% |
| s | 1886 | 8.0% |
| Y | 1125 | 4.7% |
| N | 1123 | 4.7% |
| n | 1088 | 4.6% |
| r | 983 | 4.2% |
| Other values (8) | 5120 |
Common
| Value | Count | Frequency (%) |
| 2696 | ||
| , | 1832 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28214 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3614 | |
| 2696 | 9.6% | |
| t | 2388 | 8.5% |
| l | 2194 | 7.8% |
| o | 2175 | 7.7% |
| a | 1990 | 7.1% |
| s | 1886 | 6.7% |
| , | 1832 | 6.5% |
| Y | 1125 | 4.0% |
| N | 1123 | 4.0% |
| Other values (10) | 7191 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 377 |
| Missing (%) | 16.7% |
| Memory size | 17.8 KiB |
| Less than once per month or monthly | |
|---|---|
| A few times per month or weekly | |
| I have never participated in Q&A on Stack Overflow | |
| A few times per week | |
| Daily or almost daily |
Length
| Max length | 50 |
|---|---|
| Median length | 35 |
| Mean length | 33.6395966 |
| Min length | 20 |
Characters and Unicode
| Total characters | 63377 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Less than once per month or monthly |
|---|---|
| 2nd row | A few times per week |
| 3rd row | A few times per month or weekly |
| 4th row | A few times per month or weekly |
| 5th row | Less than once per month or monthly |
Common Values
| Value | Count | Frequency (%) |
| Less than once per month or monthly | 785 | |
| A few times per month or weekly | 401 | |
| I have never participated in Q&A on Stack Overflow | 309 | 13.7% |
| A few times per week | 212 | 9.4% |
| Daily or almost daily | 113 | 5.0% |
| Multiple times per day | 64 | 2.8% |
| (Missing) | 377 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| per | 1462 | 11.4% |
| or | 1299 | 10.1% |
| month | 1186 | 9.2% |
| less | 785 | 6.1% |
| once | 785 | 6.1% |
| monthly | 785 | 6.1% |
| than | 785 | 6.1% |
| times | 677 | 5.3% |
| a | 613 | 4.8% |
| few | 613 | 4.8% |
| Other values (15) | 3861 |
Most occurring characters
| Value | Count | Frequency (%) |
| 10967 | ||
| e | 7157 | |
| o | 4786 | 7.6% |
| t | 4537 | 7.2% |
| n | 4468 | 7.0% |
| r | 3688 | 5.8% |
| h | 3065 | 4.8% |
| m | 2761 | 4.4% |
| a | 2424 | 3.8% |
| s | 2360 | 3.7% |
| Other values (20) | 17164 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 48981 | |
| Space Separator | 10967 | 17.3% |
| Uppercase Letter | 3120 | 4.9% |
| Other Punctuation | 309 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 7157 | |
| o | 4786 | |
| t | 4537 | 9.3% |
| n | 4468 | 9.1% |
| r | 3688 | 7.5% |
| h | 3065 | 6.3% |
| m | 2761 | 5.6% |
| a | 2424 | 4.9% |
| s | 2360 | 4.8% |
| p | 2144 | 4.4% |
| Other values (10) | 11591 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 922 | |
| L | 785 | |
| I | 309 | 9.9% |
| Q | 309 | 9.9% |
| S | 309 | 9.9% |
| O | 309 | 9.9% |
| D | 113 | 3.6% |
| M | 64 | 2.1% |
Space Separator
| Value | Count | Frequency (%) |
| 10967 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 309 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52101 | |
| Common | 11276 | 17.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 7157 | |
| o | 4786 | 9.2% |
| t | 4537 | 8.7% |
| n | 4468 | 8.6% |
| r | 3688 | 7.1% |
| h | 3065 | 5.9% |
| m | 2761 | 5.3% |
| a | 2424 | 4.7% |
| s | 2360 | 4.5% |
| p | 2144 | 4.1% |
| Other values (18) | 14711 |
Common
| Value | Count | Frequency (%) |
| 10967 | ||
| & | 309 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63377 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 10967 | ||
| e | 7157 | |
| o | 4786 | 7.6% |
| t | 4537 | 7.2% |
| n | 4468 | 7.0% |
| r | 3688 | 5.8% |
| h | 3065 | 4.8% |
| m | 2761 | 4.4% |
| a | 2424 | 3.8% |
| s | 2360 | 3.7% |
| Other values (20) | 17164 |
so_visit_freq
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 13 |
| Missing (%) | 0.6% |
| Memory size | 17.8 KiB |
| Multiple times per day | |
|---|---|
| Daily or almost daily | |
| A few times per week | |
| A few times per month or weekly | |
| Less than once per month or monthly | 38 |
Length
| Max length | 50 |
|---|---|
| Median length | 35 |
| Mean length | 22.28825623 |
| Min length | 20 |
Characters and Unicode
| Total characters | 50104 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Multiple times per day |
|---|---|
| 2nd row | A few times per week |
| 3rd row | A few times per week |
| 4th row | Multiple times per day |
| 5th row | Daily or almost daily |
Common Values
| Value | Count | Frequency (%) |
| Multiple times per day | 794 | |
| Daily or almost daily | 734 | |
| A few times per week | 479 | |
| A few times per month or weekly | 202 | 8.9% |
| Less than once per month or monthly | 38 | 1.7% |
| I have never visited Stack Overflow (before today) | 1 | < 0.1% |
| (Missing) | 13 | 0.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| per | 1513 | |
| times | 1475 | |
| daily | 1468 | |
| or | 974 | |
| multiple | 794 | |
| day | 794 | |
| almost | 734 | |
| a | 681 | |
| few | 681 | |
| week | 479 | 4.7% |
| Other values (14) | 602 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 7947 | ||
| e | 5908 | |
| l | 4031 | 8.0% |
| i | 3739 | 7.5% |
| t | 3322 | 6.6% |
| a | 3037 | 6.1% |
| y | 2503 | 5.0% |
| r | 2490 | 5.0% |
| m | 2487 | 5.0% |
| p | 2307 | 4.6% |
| Other values (21) | 12333 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 39905 | |
| Space Separator | 7947 | 15.9% |
| Uppercase Letter | 2250 | 4.5% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5908 | |
| l | 4031 | |
| i | 3739 | |
| t | 3322 | |
| a | 3037 | 7.6% |
| y | 2503 | 6.3% |
| r | 2490 | 6.2% |
| m | 2487 | 6.2% |
| p | 2307 | 5.8% |
| s | 2286 | 5.7% |
| Other values (11) | 7795 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 794 | |
| D | 734 | |
| A | 681 | |
| L | 38 | 1.7% |
| I | 1 | < 0.1% |
| S | 1 | < 0.1% |
| O | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 7947 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 42155 | |
| Common | 7949 | 15.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5908 | |
| l | 4031 | |
| i | 3739 | 8.9% |
| t | 3322 | 7.9% |
| a | 3037 | 7.2% |
| y | 2503 | 5.9% |
| r | 2490 | 5.9% |
| m | 2487 | 5.9% |
| p | 2307 | 5.5% |
| s | 2286 | 5.4% |
| Other values (18) | 10045 |
Common
| Value | Count | Frequency (%) |
| 7947 | ||
| ( | 1 | < 0.1% |
| ) | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50104 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7947 | ||
| e | 5908 | |
| l | 4031 | 8.0% |
| i | 3739 | 7.5% |
| t | 3322 | 6.6% |
| a | 3037 | 6.1% |
| y | 2503 | 5.0% |
| r | 2490 | 5.0% |
| m | 2487 | 5.0% |
| p | 2307 | 4.6% |
| Other values (21) | 12333 |
survey_ease
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 13 |
| Missing (%) | 0.6% |
| Memory size | 17.8 KiB |
| Easy | |
|---|---|
| Neither easy nor difficult | |
| Difficult | 19 |
Length
| Max length | 26 |
|---|---|
| Median length | 4 |
| Mean length | 10.50133452 |
| Min length | 4 |
Characters and Unicode
| Total characters | 23607 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Easy |
|---|---|
| 2nd row | Neither easy nor difficult |
| 3rd row | Easy |
| 4th row | Easy |
| 5th row | Easy |
Common Values
| Value | Count | Frequency (%) |
| Easy | 1569 | |
| Neither easy nor difficult | 660 | |
| Difficult | 19 | 0.8% |
| (Missing) | 13 | 0.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| easy | 2229 | |
| difficult | 679 | 16.1% |
| neither | 660 | 15.6% |
| nor | 660 | 15.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2229 | |
| s | 2229 | |
| y | 2229 | |
| i | 2018 | 8.5% |
| e | 1980 | 8.4% |
| 1980 | 8.4% | |
| E | 1569 | 6.6% |
| f | 1358 | 5.8% |
| t | 1339 | 5.7% |
| r | 1320 | 5.6% |
| Other values (9) | 5356 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 19379 | |
| Uppercase Letter | 2248 | 9.5% |
| Space Separator | 1980 | 8.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2229 | |
| s | 2229 | |
| y | 2229 | |
| i | 2018 | |
| e | 1980 | |
| f | 1358 | |
| t | 1339 | |
| r | 1320 | 6.8% |
| c | 679 | 3.5% |
| u | 679 | 3.5% |
| Other values (5) | 3319 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1569 | |
| N | 660 | |
| D | 19 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 1980 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 21627 | |
| Common | 1980 | 8.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2229 | |
| s | 2229 | |
| y | 2229 | |
| i | 2018 | |
| e | 1980 | |
| E | 1569 | 7.3% |
| f | 1358 | 6.3% |
| t | 1339 | 6.2% |
| r | 1320 | 6.1% |
| c | 679 | 3.1% |
| Other values (8) | 4677 |
Common
| Value | Count | Frequency (%) |
| 1980 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23607 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2229 | |
| s | 2229 | |
| y | 2229 | |
| i | 2018 | 8.5% |
| e | 1980 | 8.4% |
| 1980 | 8.4% | |
| E | 1569 | 6.6% |
| f | 1358 | 5.8% |
| t | 1339 | 5.7% |
| r | 1320 | 5.6% |
| Other values (9) | 5356 |
survey_length
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 10 |
| Missing (%) | 0.4% |
| Memory size | 17.8 KiB |
| Appropriate in length | |
|---|---|
| Too long | |
| Too short | 103 |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 18.18702799 |
| Min length | 8 |
Characters and Unicode
| Total characters | 40939 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Appropriate in length |
|---|---|
| 2nd row | Appropriate in length |
| 3rd row | Too short |
| 4th row | Appropriate in length |
| 5th row | Appropriate in length |
Common Values
| Value | Count | Frequency (%) |
| Appropriate in length | 1756 | |
| Too long | 392 | 17.3% |
| Too short | 103 | 4.6% |
| (Missing) | 10 | 0.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| appropriate | 1756 | |
| in | 1756 | |
| length | 1756 | |
| too | 495 | 7.9% |
| long | 392 | 6.3% |
| short | 103 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 5268 | |
| 4007 | ||
| n | 3904 | |
| r | 3615 | |
| t | 3615 | |
| i | 3512 | |
| e | 3512 | |
| o | 3241 | |
| l | 2148 | 5.2% |
| g | 2148 | 5.2% |
| Other values (5) | 5969 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 34681 | |
| Space Separator | 4007 | 9.8% |
| Uppercase Letter | 2251 | 5.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 5268 | |
| n | 3904 | |
| r | 3615 | |
| t | 3615 | |
| i | 3512 | |
| e | 3512 | |
| o | 3241 | |
| l | 2148 | |
| g | 2148 | |
| h | 1859 | 5.4% |
| Other values (2) | 1859 | 5.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1756 | |
| T | 495 | 22.0% |
Space Separator
| Value | Count | Frequency (%) |
| 4007 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 36932 | |
| Common | 4007 | 9.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 5268 | |
| n | 3904 | |
| r | 3615 | |
| t | 3615 | |
| i | 3512 | |
| e | 3512 | |
| o | 3241 | |
| l | 2148 | |
| g | 2148 | |
| h | 1859 | 5.0% |
| Other values (4) | 4110 |
Common
| Value | Count | Frequency (%) |
| 4007 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40939 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 5268 | |
| 4007 | ||
| n | 3904 | |
| r | 3615 | |
| t | 3615 | |
| i | 3512 | |
| e | 3512 | |
| o | 3241 | |
| l | 2148 | 5.2% |
| g | 2148 | 5.2% |
| Other values (5) | 5969 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 62 |
| Missing (%) | 2.7% |
| Memory size | 4.5 KiB |
| False | |
|---|---|
| True | 19 |
| (Missing) | 62 |
| Value | Count | Frequency (%) |
| False | 2180 | |
| True | 19 | 0.8% |
| (Missing) | 62 | 2.7% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 110 |
| Missing (%) | 4.9% |
| Memory size | 17.8 KiB |
| Computer science, computer engineering, or software engineering | |
|---|---|
| Mathematics or statistics | |
| A natural science (such as biology, chemistry, physics, etc.) | |
| Another engineering discipline (such as civil, electrical, mechanical, etc.) | |
| Information systems, information technology, or system administration | 80 |
| Other values (7) |
Length
| Max length | 78 |
|---|---|
| Median length | 76 |
| Mean length | 59.967457 |
| Min length | 24 |
Characters and Unicode
| Total characters | 128990 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Computer science, computer engineering, or software engineering |
|---|---|
| 2nd row | A natural science (such as biology, chemistry, physics, etc.) |
| 3rd row | Computer science, computer engineering, or software engineering |
| 4th row | Another engineering discipline (such as civil, electrical, mechanical, etc.) |
| 5th row | Mathematics or statistics |
Common Values
| Value | Count | Frequency (%) |
| Computer science, computer engineering, or software engineering | 1052 | |
| Mathematics or statistics | 286 | 12.6% |
| A natural science (such as biology, chemistry, physics, etc.) | 264 | 11.7% |
| Another engineering discipline (such as civil, electrical, mechanical, etc.) | 252 | 11.1% |
| Information systems, information technology, or system administration | 80 | 3.5% |
| A social science (such as anthropology, psychology, political science, etc.) | 74 | 3.3% |
| A business discipline (such as accounting, finance, marketing, etc.) | 64 | 2.8% |
| A humanities discipline (such as literature, history, philosophy, etc.) | 36 | 1.6% |
| A health science (such as nursing, pharmacy, radiology, etc.) | 17 | 0.8% |
| Web development or web design | 11 | 0.5% |
| Other values (2) | 15 | 0.7% |
| (Missing) | 110 | 4.9% |
Length
| Value | Count | Frequency (%) |
| engineering | 2356 | |
| computer | 2104 | |
| science | 1481 | 9.6% |
| or | 1439 | 9.3% |
| software | 1052 | 6.8% |
| such | 717 | 4.6% |
| as | 717 | 4.6% |
| etc | 717 | 4.6% |
| a | 460 | 3.0% |
| discipline | 352 | 2.3% |
| Other values (45) | 4034 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 16486 | |
| 13278 | 10.3% | |
| i | 11150 | 8.6% |
| n | 10814 | 8.4% |
| c | 8696 | 6.7% |
| r | 8595 | 6.7% |
| t | 7383 | 5.7% |
| s | 7261 | 5.6% |
| o | 6695 | 5.2% |
| g | 5407 | 4.2% |
| Other values (24) | 33225 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 106995 | |
| Space Separator | 13278 | 10.3% |
| Other Punctuation | 5132 | 4.0% |
| Uppercase Letter | 2151 | 1.7% |
| Open Punctuation | 717 | 0.6% |
| Close Punctuation | 717 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 16486 | |
| i | 11150 | |
| n | 10814 | |
| c | 8696 | |
| r | 8595 | |
| t | 7383 | 6.9% |
| s | 7261 | 6.8% |
| o | 6695 | 6.3% |
| g | 5407 | 5.1% |
| a | 4840 | 4.5% |
| Other values (13) | 19668 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1052 | |
| A | 707 | |
| M | 286 | 13.3% |
| I | 85 | 4.0% |
| W | 11 | 0.5% |
| F | 10 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4415 | |
| . | 717 | 14.0% |
Space Separator
| Value | Count | Frequency (%) |
| 13278 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 717 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 717 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 109146 | |
| Common | 19844 | 15.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 16486 | |
| i | 11150 | |
| n | 10814 | |
| c | 8696 | 8.0% |
| r | 8595 | 7.9% |
| t | 7383 | 6.8% |
| s | 7261 | 6.7% |
| o | 6695 | 6.1% |
| g | 5407 | 5.0% |
| a | 4840 | 4.4% |
| Other values (19) | 21819 |
Common
| Value | Count | Frequency (%) |
| 13278 | ||
| , | 4415 | 22.2% |
| ( | 717 | 3.6% |
| . | 717 | 3.6% |
| ) | 717 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 128990 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 16486 | |
| 13278 | 10.3% | |
| i | 11150 | 8.6% |
| n | 10814 | 8.4% |
| c | 8696 | 6.7% |
| r | 8595 | 6.7% |
| t | 7383 | 5.7% |
| s | 7261 | 5.6% |
| o | 6695 | 5.2% |
| g | 5407 | 4.2% |
| Other values (24) | 33225 |
| Distinct | 435 |
|---|---|
| Distinct (%) | 32.6% |
| Missing | 925 |
| Missing (%) | 40.9% |
| Memory size | 17.8 KiB |
| Flask | |
|---|---|
| Django;Flask | 89 |
| React.js | 82 |
| Django | 64 |
| Vue.js | 31 |
| Other values (430) |
Length
| Max length | 134 |
|---|---|
| Median length | 91 |
| Mean length | 20.0755988 |
| Min length | 5 |
Characters and Unicode
| Total characters | 26821 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 304 ? |
|---|---|
| Unique (%) | 22.8% |
Sample
| 1st row | Express;React.js |
|---|---|
| 2nd row | Flask;Spring |
| 3rd row | Django;Flask |
| 4th row | ASP.NET Core |
| 5th row | Django;Express;Flask;jQuery;Laravel;React.js |
Common Values
| Value | Count | Frequency (%) |
| Flask | 145 | 6.4% |
| Django;Flask | 89 | 3.9% |
| React.js | 82 | 3.6% |
| Django | 64 | 2.8% |
| Vue.js | 31 | 1.4% |
| ASP.NET Core | 27 | 1.2% |
| Flask;React.js | 26 | 1.1% |
| Django;Flask;React.js | 22 | 1.0% |
| Spring | 21 | 0.9% |
| jQuery | 19 | 0.8% |
| Other values (425) | 810 | |
| (Missing) | 925 |
Length
| Value | Count | Frequency (%) |
| flask | 145 | 8.4% |
| on | 92 | 5.3% |
| asp.net | 91 | 5.3% |
| django;flask | 89 | 5.2% |
| react.js | 82 | 4.8% |
| django | 64 | 3.7% |
| core | 52 | 3.0% |
| asp.net;asp.net | 45 | 2.6% |
| rails | 44 | 2.6% |
| vue.js | 31 | 1.8% |
| Other values (395) | 990 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2344 | 8.7% |
| ; | 2167 | 8.1% |
| s | 2150 | 8.0% |
| j | 1732 | 6.5% |
| e | 1583 | 5.9% |
| . | 1335 | 5.0% |
| r | 1268 | 4.7% |
| l | 1190 | 4.4% |
| n | 1144 | 4.3% |
| u | 1078 | 4.0% |
| Other values (28) | 10830 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 17585 | |
| Uppercase Letter | 5345 | 19.9% |
| Other Punctuation | 3502 | 13.1% |
| Space Separator | 389 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2344 | |
| s | 2150 | |
| j | 1732 | |
| e | 1583 | |
| r | 1268 | 7.2% |
| l | 1190 | 6.8% |
| n | 1144 | 6.5% |
| u | 1078 | 6.1% |
| g | 1013 | 5.8% |
| o | 808 | 4.6% |
| Other values (11) | 3275 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 727 | |
| A | 712 | |
| F | 596 | |
| E | 498 | |
| D | 490 | |
| S | 486 | |
| V | 331 | |
| N | 309 | |
| P | 309 | |
| T | 309 | |
| Other values (4) | 578 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 2167 | |
| . | 1335 |
Space Separator
| Value | Count | Frequency (%) |
| 389 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22930 | |
| Common | 3891 | 14.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2344 | 10.2% |
| s | 2150 | 9.4% |
| j | 1732 | 7.6% |
| e | 1583 | 6.9% |
| r | 1268 | 5.5% |
| l | 1190 | 5.2% |
| n | 1144 | 5.0% |
| u | 1078 | 4.7% |
| g | 1013 | 4.4% |
| o | 808 | 3.5% |
| Other values (25) | 8620 |
Common
| Value | Count | Frequency (%) |
| ; | 2167 | |
| . | 1335 | |
| 389 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26821 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2344 | 8.7% |
| ; | 2167 | 8.1% |
| s | 2150 | 8.0% |
| j | 1732 | 6.5% |
| e | 1583 | 5.9% |
| . | 1335 | 5.0% |
| r | 1268 | 4.7% |
| l | 1190 | 4.4% |
| n | 1144 | 4.3% |
| u | 1078 | 4.0% |
| Other values (28) | 10830 |
| Distinct | 502 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 809 |
| Missing (%) | 35.8% |
| Memory size | 17.8 KiB |
| Flask | |
|---|---|
| Django | 74 |
| Django;Flask | 57 |
| React.js | 53 |
| jQuery | 45 |
| Other values (497) |
Length
| Max length | 134 |
|---|---|
| Median length | 89 |
| Mean length | 20.53787879 |
| Min length | 5 |
Characters and Unicode
| Total characters | 29821 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 350 ? |
|---|---|
| Unique (%) | 24.1% |
Sample
| 1st row | Express;React.js |
|---|---|
| 2nd row | Flask;Spring |
| 3rd row | Django;Flask |
| 4th row | Express;Flask |
| 5th row | ASP.NET;ASP.NET Core;jQuery;Vue.js |
Common Values
| Value | Count | Frequency (%) |
| Flask | 195 | 8.6% |
| Django | 74 | 3.3% |
| Django;Flask | 57 | 2.5% |
| React.js | 53 | 2.3% |
| jQuery | 45 | 2.0% |
| Flask;jQuery | 29 | 1.3% |
| Spring | 24 | 1.1% |
| Django;Flask;React.js | 23 | 1.0% |
| Flask;React.js | 22 | 1.0% |
| Django;jQuery | 21 | 0.9% |
| Other values (492) | 909 | |
| (Missing) | 809 |
Length
| Value | Count | Frequency (%) |
| flask | 195 | 10.7% |
| on | 83 | 4.6% |
| django | 74 | 4.1% |
| asp.net | 65 | 3.6% |
| asp.net;asp.net | 64 | 3.5% |
| django;flask | 57 | 3.1% |
| rails | 54 | 3.0% |
| react.js | 53 | 2.9% |
| jquery | 45 | 2.5% |
| angular;angular.js;asp.net;asp.net | 41 | 2.3% |
| Other values (466) | 1083 |
Most occurring characters
| Value | Count | Frequency (%) |
| ; | 2487 | 8.3% |
| a | 2405 | 8.1% |
| s | 2124 | 7.1% |
| j | 1812 | 6.1% |
| r | 1792 | 6.0% |
| e | 1724 | 5.8% |
| l | 1380 | 4.6% |
| u | 1336 | 4.5% |
| . | 1285 | 4.3% |
| n | 1228 | 4.1% |
| Other values (28) | 12248 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 19344 | |
| Uppercase Letter | 6343 | 21.3% |
| Other Punctuation | 3772 | 12.6% |
| Space Separator | 362 | 1.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2405 | |
| s | 2124 | |
| j | 1812 | |
| r | 1792 | |
| e | 1724 | |
| l | 1380 | 7.1% |
| u | 1336 | 6.9% |
| n | 1228 | 6.3% |
| g | 1097 | 5.7% |
| y | 754 | 3.9% |
| Other values (11) | 3692 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 897 | |
| S | 676 | |
| F | 668 | |
| E | 659 | |
| R | 612 | |
| Q | 530 | |
| D | 467 | |
| N | 425 | |
| T | 425 | |
| P | 425 | |
| Other values (4) | 559 |
Other Punctuation
| Value | Count | Frequency (%) |
| ; | 2487 | |
| . | 1285 |
Space Separator
| Value | Count | Frequency (%) |
| 362 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25687 | |
| Common | 4134 | 13.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2405 | 9.4% |
| s | 2124 | 8.3% |
| j | 1812 | 7.1% |
| r | 1792 | 7.0% |
| e | 1724 | 6.7% |
| l | 1380 | 5.4% |
| u | 1336 | 5.2% |
| n | 1228 | 4.8% |
| g | 1097 | 4.3% |
| A | 897 | 3.5% |
| Other values (25) | 9892 |
Common
| Value | Count | Frequency (%) |
| ; | 2487 | |
| . | 1285 | |
| 362 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29821 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ; | 2487 | 8.3% |
| a | 2405 | 8.1% |
| s | 2124 | 7.1% |
| j | 1812 | 6.1% |
| r | 1792 | 6.0% |
| e | 1724 | 5.8% |
| l | 1380 | 4.6% |
| u | 1336 | 4.5% |
| . | 1285 | 4.3% |
| n | 1228 | 4.1% |
| Other values (28) | 12248 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 62 |
| Missing (%) | 2.7% |
| Memory size | 17.8 KiB |
| Just as welcome now as I felt last year | |
|---|---|
| Somewhat more welcome now than last year | |
| Somewhat less welcome now than last year | 144 |
| A lot more welcome now than last year | 103 |
| A lot less welcome now than last year | 86 |
Length
| Max length | 55 |
|---|---|
| Median length | 39 |
| Mean length | 39.3260573 |
| Min length | 37 |
Characters and Unicode
| Total characters | 86478 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Just as welcome now as I felt last year |
|---|---|
| 2nd row | Just as welcome now as I felt last year |
| 3rd row | Just as welcome now as I felt last year |
| 4th row | Just as welcome now as I felt last year |
| 5th row | Just as welcome now as I felt last year |
Common Values
| Value | Count | Frequency (%) |
| Just as welcome now as I felt last year | 1605 | |
| Somewhat more welcome now than last year | 215 | 9.5% |
| Somewhat less welcome now than last year | 144 | 6.4% |
| A lot more welcome now than last year | 103 | 4.6% |
| A lot less welcome now than last year | 86 | 3.8% |
| Not applicable - I did not use Stack Overflow last year | 46 | 2.0% |
| (Missing) | 62 | 2.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| as | 3210 | |
| last | 2199 | |
| year | 2199 | |
| welcome | 2153 | |
| now | 2153 | |
| i | 1651 | |
| just | 1605 | |
| felt | 1605 | |
| than | 548 | 2.9% |
| somewhat | 359 | 1.9% |
| Other values (11) | 1294 |
Most occurring characters
| Value | Count | Frequency (%) |
| 16777 | ||
| e | 9155 | |
| a | 8653 | |
| s | 7520 | |
| t | 6643 | 7.7% |
| l | 6514 | 7.5% |
| o | 5310 | 6.1% |
| w | 4711 | 5.4% |
| m | 2830 | 3.3% |
| n | 2747 | 3.2% |
| Other values (19) | 15618 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 65713 | |
| Space Separator | 16777 | 19.4% |
| Uppercase Letter | 3942 | 4.6% |
| Dash Punctuation | 46 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 9155 | |
| a | 8653 | |
| s | 7520 | |
| t | 6643 | |
| l | 6514 | |
| o | 5310 | |
| w | 4711 | |
| m | 2830 | 4.3% |
| n | 2747 | 4.2% |
| r | 2563 | 3.9% |
| Other values (11) | 9067 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 1651 | |
| J | 1605 | |
| S | 405 | 10.3% |
| A | 189 | 4.8% |
| N | 46 | 1.2% |
| O | 46 | 1.2% |
Space Separator
| Value | Count | Frequency (%) |
| 16777 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 46 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 69655 | |
| Common | 16823 | 19.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 9155 | |
| a | 8653 | |
| s | 7520 | |
| t | 6643 | |
| l | 6514 | |
| o | 5310 | |
| w | 4711 | 6.8% |
| m | 2830 | 4.1% |
| n | 2747 | 3.9% |
| r | 2563 | 3.7% |
| Other values (17) | 13009 |
Common
| Value | Count | Frequency (%) |
| 16777 | ||
| - | 46 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86478 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 16777 | ||
| e | 9155 | |
| a | 8653 | |
| s | 7520 | |
| t | 6643 | 7.7% |
| l | 6514 | 7.5% |
| o | 5310 | 6.1% |
| w | 4711 | 5.4% |
| m | 2830 | 3.3% |
| n | 2747 | 3.2% |
| Other values (19) | 15618 |
| Distinct | 68 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 42 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.58893646 |
| Minimum | 4 |
|---|---|
| Maximum | 375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 40 |
| median | 40 |
| Q3 | 45 |
| 95-th percentile | 60 |
| Maximum | 375 |
| Range | 371 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 14.58920078 |
|---|---|
| Coefficient of variation (CV) | 0.3507952361 |
| Kurtosis | 137.4217825 |
| Mean | 41.58893646 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 7.182683506 |
| Sum | 92285.85 |
| Variance | 212.8447795 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 899 | |
| 45 | 241 | 10.7% |
| 50 | 211 | 9.3% |
| 35 | 115 | 5.1% |
| 60 | 75 | 3.3% |
| 38 | 71 | 3.1% |
| 30 | 70 | 3.1% |
| 42 | 55 | 2.4% |
| 37 | 43 | 1.9% |
| 48 | 34 | 1.5% |
| Other values (58) | 405 | |
| (Missing) | 42 | 1.9% |
| Value | Count | Frequency (%) |
| 4 | 3 | 0.1% |
| 5 | 4 | 0.2% |
| 6 | 3 | 0.1% |
| 7 | 4 | 0.2% |
| 8 | 34 | |
| 9 | 13 | 0.6% |
| 10 | 10 | 0.4% |
| 11 | 1 | < 0.1% |
| 12 | 2 | 0.1% |
| 15 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 375 | 1 | < 0.1% |
| 168 | 2 | |
| 160 | 4 | |
| 150 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 100 | 3 | |
| 98 | 1 | < 0.1% |
| 90 | 3 | |
| 88 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| Distinct | 48 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.18487395 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 12 |
| Q3 | 19 |
| 95-th percentile | 35 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.177664371 |
|---|---|
| Coefficient of variation (CV) | 0.6470035902 |
| Kurtosis | 1.269818701 |
| Mean | 14.18487395 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.241845184 |
| Sum | 32072 |
| Variance | 84.22952331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 213 | 9.4% |
| 8 | 144 | 6.4% |
| 15 | 143 | 6.3% |
| 7 | 142 | 6.3% |
| 6 | 135 | 6.0% |
| 5 | 129 | 5.7% |
| 20 | 117 | 5.2% |
| 9 | 111 | 4.9% |
| 12 | 108 | 4.8% |
| 4 | 88 | 3.9% |
| Other values (38) | 931 |
| Value | Count | Frequency (%) |
| 1 | 8 | 0.4% |
| 2 | 15 | 0.7% |
| 3 | 56 | 2.5% |
| 4 | 88 | |
| 5 | 129 | |
| 6 | 135 | |
| 7 | 142 | |
| 8 | 144 | |
| 9 | 111 | |
| 10 | 213 |
| Value | Count | Frequency (%) |
| 50 | 6 | 0.3% |
| 48 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 45 | 6 | 0.3% |
| 44 | 3 | 0.1% |
| 43 | 5 | 0.2% |
| 42 | 5 | 0.2% |
| 41 | 4 | 0.2% |
| 40 | 21 | |
| 39 | 4 | 0.2% |
years_code_pro
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 42 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.758513932 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 23 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.236954959 |
|---|---|
| Coefficient of variation (CV) | 0.9327759185 |
| Kurtosis | 3.551357021 |
| Mean | 7.758513932 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.764669474 |
| Sum | 17542 |
| Variance | 52.37351708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 269 | |
| 1 | 264 | |
| 2 | 255 | |
| 5 | 225 | |
| 4 | 172 | 7.6% |
| 6 | 133 | 5.9% |
| 10 | 121 | 5.4% |
| 8 | 119 | 5.3% |
| 7 | 110 | 4.9% |
| 15 | 69 | 3.1% |
| Other values (32) | 524 |
| Value | Count | Frequency (%) |
| 1 | 264 | |
| 2 | 255 | |
| 3 | 269 | |
| 4 | 172 | |
| 5 | 225 | |
| 6 | 133 | |
| 7 | 110 | |
| 8 | 119 | |
| 9 | 62 | 2.7% |
| 10 | 121 |
| Value | Count | Frequency (%) |
| 50 | 2 | 0.1% |
| 42 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 3 | 0.1% |
| 38 | 2 | 0.1% |
| 37 | 1 | < 0.1% |
| 36 | 2 | 0.1% |
| 35 | 8 | |
| 34 | 2 | 0.1% |
| 33 | 6 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.8 KiB |
| Under 30 | |
|---|---|
| At least 30 |
Length
| Max length | 11 |
|---|---|
| Median length | 8 |
| Mean length | 9.393188854 |
| Min length | 8 |
Characters and Unicode
| Total characters | 21238 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | At least 30 |
|---|---|
| 2nd row | At least 30 |
| 3rd row | Under 30 |
| 4th row | At least 30 |
| 5th row | Under 30 |
Common Values
| Value | Count | Frequency (%) |
| Under 30 | 1211 | |
| At least 30 | 1050 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 30 | 2261 | |
| under | 1211 | |
| at | 1050 | |
| least | 1050 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3311 | ||
| e | 2261 | |
| 3 | 2261 | |
| 0 | 2261 | |
| t | 2100 | |
| U | 1211 | 5.7% |
| n | 1211 | 5.7% |
| d | 1211 | 5.7% |
| r | 1211 | 5.7% |
| A | 1050 | 4.9% |
| Other values (3) | 3150 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11144 | |
| Decimal Number | 4522 | |
| Space Separator | 3311 | 15.6% |
| Uppercase Letter | 2261 | 10.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2261 | |
| t | 2100 | |
| n | 1211 | |
| d | 1211 | |
| r | 1211 | |
| l | 1050 | |
| a | 1050 | |
| s | 1050 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2261 | |
| 0 | 2261 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 1211 | |
| A | 1050 |
Space Separator
| Value | Count | Frequency (%) |
| 3311 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13405 | |
| Common | 7833 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2261 | |
| t | 2100 | |
| U | 1211 | |
| n | 1211 | |
| d | 1211 | |
| r | 1211 | |
| A | 1050 | |
| l | 1050 | |
| a | 1050 | |
| s | 1050 |
Common
| Value | Count | Frequency (%) |
| 3311 | ||
| 3 | 2261 | |
| 0 | 2261 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21238 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3311 | ||
| e | 2261 | |
| 3 | 2261 | |
| 0 | 2261 | |
| t | 2100 | |
| U | 1211 | 5.7% |
| n | 1211 | 5.7% |
| d | 1211 | 5.7% |
| r | 1211 | 5.7% |
| A | 1050 | 4.9% |
| Other values (3) | 3150 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| respondent | main_branch | hobbyist | age | age_1st_code | age_first_code_cut | comp_freq | comp_total | converted_comp | country | currency_desc | currency_symbol | database_desire_next_year | database_worked_with | dev_type | ed_level | employment | ethnicity | gender | job_factors | job_sat | job_seek | language_desire_next_year | language_worked_with | misc_tech_desire_next_year | misc_tech_worked_with | new_collab_tools_desire_next_year | new_collab_tools_worked_with | new_dev_ops | new_dev_ops_impt | new_ed_impt | new_job_hunt | new_job_hunt_research | new_learn | new_off_topic | new_onboard_good | new_other_comms | new_overtime | new_purchase_research | purple_link | newso_sites | new_stuck | op_sys | org_size | platform_desire_next_year | platform_worked_with | purchase_what | sexuality | so_account | so_comm | so_part_freq | so_visit_freq | survey_ease | survey_length | trans | undergrad_major | webframe_desire_next_year | webframe_worked_with | welcome_change | work_week_hrs | years_code | years_code_pro | age_cat | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 36.0 | I am not primarily a developer, but I write code sometimes as part of my work | Yes | 34.0 | 30.0 | adult | Yearly | 60000.0 | 77556.0 | United Kingdom | Pound sterling | GBP | Microsoft SQL Server;MongoDB;SQLite | IBM DB2;Microsoft SQL Server;MongoDB;SQLite | Data or business analyst;Data scientist or machine learning specialist | Some college/university study without earning a degree | Employed full-time | White or of European descent | Man | Flex time or a flexible schedule;Office environment or company culture;Opportunities for professional development | Slightly satisfied | I’m not actively looking, but I am open to new opportunities | C#;Go;HTML/CSS;JavaScript;Python;SQL | C#;Go;HTML/CSS;Java;JavaScript;Python;R;SQL | Keras;Node.js;Pandas;TensorFlow | Node.js;Pandas | Confluence;Jira;Github;Slack;Trello | Confluence;Jira;Github;Slack;Trello | Not sure | Neutral | Somewhat important | Having a bad day (or week or month) at work;Curious about other opportunities;Wanting to work with new technologies;Growth or leadership opportunities | None | Every few months | No | Yes | No | Sometimes: 1-2 days per month but less than weekly | None | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later | Windows | 1,000 to 4,999 employees | Linux;MacOS;Windows | MacOS;Windows | I have little or no influence | Straight / Heterosexual | Yes | Yes, somewhat | Less than once per month or monthly | Multiple times per day | Easy | Appropriate in length | No | Computer science, computer engineering, or software engineering | Express;React.js | Express;React.js | Just as welcome now as I felt last year | 40.0 | 4.0 | 3.0 | At least 30 |
| 1 | 47.0 | I am a developer by profession | Yes | 53.0 | 10.0 | child | Yearly | 58000.0 | 74970.0 | United Kingdom | Pound sterling | GBP | PostgreSQL;SQLite | Microsoft SQL Server;Oracle;PostgreSQL;SQLite | Data scientist or machine learning specialist;Developer, back-end;Developer, QA or test;Engineer, data;Scientist | Other doctoral degree (Ph.D., Ed.D., etc.) | Employed full-time | White or of European descent | Man | Remote work options;How widely used or impactful my work output would be;Opportunities for professional development | Very satisfied | I’m not actively looking, but I am open to new opportunities | Bash/Shell/PowerShell;Java;Python;SQL | Bash/Shell/PowerShell;C#;Java;JavaScript;Python;Ruby;SQL | Pandas | .NET;.NET Core | Github;Gitlab | Confluence;Jira;Github;Gitlab;Microsoft Azure;Google Suite (Docs, Meet, etc) | Yes | Neutral | Not at all important/not necessary | Just because;Having a bad day (or week or month) at work;Curious about other opportunities;Wanting to work with new technologies;Looking to relocate | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Directly asking current or past employees at the company | Once a year | No | Onboarding? What onboarding? | Yes | Occasionally: 1-2 days per quarter but less than monthly | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers) | Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later | Linux-based | 10 to 19 employees | Arduino;Docker;Linux;Raspberry Pi | Arduino;AWS;Linux;Microsoft Azure;Raspberry Pi | I have some influence | Straight / Heterosexual | Yes | Yes, definitely | A few times per week | A few times per week | Neither easy nor difficult | Appropriate in length | No | A natural science (such as biology, chemistry, physics, etc.) | Flask;Spring | Flask;Spring | Just as welcome now as I felt last year | 40.0 | 43.0 | 28.0 | At least 30 |
| 2 | 69.0 | I am a developer by profession | Yes | 25.0 | 12.0 | child | Yearly | 550000.0 | 594539.0 | France | European Euro | EUR | PostgreSQL | MongoDB | Data scientist or machine learning specialist;Database administrator;Developer, back-end;Developer, full-stack;Engineer, data | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed full-time | White or of European descent | Man | Flex time or a flexible schedule;How widely used or impactful my work output would be;Opportunities for professional development | Very satisfied | I am not interested in new job opportunities | Python;Rust;Scala;SQL | HTML/CSS;Python | Keras;Pandas;TensorFlow | Keras;Pandas;TensorFlow | Github;Slack;Google Suite (Docs, Meet, etc) | Confluence;Jira;Github;Slack;Google Suite (Docs, Meet, etc) | Yes | Extremely important | Very important | Curious about other opportunities;Better compensation;Trouble with leadership at my company;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate | Read company media, such as employee blogs or company culture videos;Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company | Once a year | No | No | No | Sometimes: 1-2 days per month but less than weekly | Ask developers I know/work with;Visit developer communities like Stack Overflow | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later | MacOS | 20 to 99 employees | Kubernetes;Linux | Linux;Microsoft Azure | I have some influence | Bisexual | Yes | Yes, somewhat | A few times per month or weekly | A few times per week | Easy | Too short | No | Computer science, computer engineering, or software engineering | Django;Flask | Django;Flask | Just as welcome now as I felt last year | 40.0 | 13.0 | 3.0 | Under 30 |
| 3 | 125.0 | I am not primarily a developer, but I write code sometimes as part of my work | Yes | 41.0 | 30.0 | adult | Monthly | 200000.0 | 2000000.0 | United States | United States dollar | USD | PostgreSQL | PostgreSQL | Data scientist or machine learning specialist;Scientist | Other doctoral degree (Ph.D., Ed.D., etc.) | Employed full-time | White or of European descent | Man | Flex time or a flexible schedule;Family friendliness | Very satisfied | I am not interested in new job opportunities | Python | Python;SQL | Keras;Pandas;TensorFlow;Torch/PyTorch | Keras;Pandas;TensorFlow | Jira | Jira | Not sure | Neutral | Critically important | Better work/life balance | Personal network - friends or family;Directly asking current or past employees at the company | Once every few years | No | Yes | No | Occasionally: 1-2 days per quarter but less than monthly | None | Amused | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Visit another developer community (please name): | Windows | 5,000 to 9,999 employees | Docker;Kubernetes | Docker | I have little or no influence | Straight / Heterosexual | Not sure/can't remember | No, not really | None | Multiple times per day | Easy | Appropriate in length | No | None | None | None | Just as welcome now as I felt last year | 40.0 | 11.0 | 11.0 | At least 30 |
| 4 | 147.0 | I am not primarily a developer, but I write code sometimes as part of my work | No | 28.0 | 15.0 | adult | Yearly | 50000.0 | 37816.0 | Canada | Canadian dollar | CAD | None | MariaDB | Data scientist or machine learning specialist;Database administrator;Designer;Developer, back-end;Developer, front-end;Developer, full-stack | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed full-time | White or of European descent | Man | Diversity of the company or organization;Flex time or a flexible schedule;Office environment or company culture | Very satisfied | I am not interested in new job opportunities | Rust | HTML/CSS;JavaScript;Python;TypeScript | None | Node.js;Pandas | None | Github;Slack | No | Somewhat important | Very important | Curious about other opportunities;Wanting to work with new technologies;Growth or leadership opportunities | Read company media, such as employee blogs or company culture videos;Personal network - friends or family | Once a year | No | Onboarding? What onboarding? | Yes | Rarely: 1-2 days per year or less | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Play games;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Visit another developer community (please name): | Windows | 2 to 9 employees | Docker;Kubernetes | None | I have some influence | Straight / Heterosexual | Yes | Yes, somewhat | A few times per month or weekly | Daily or almost daily | Easy | Appropriate in length | No | Another engineering discipline (such as civil, electrical, mechanical, etc.) | None | Express;Flask | Just as welcome now as I felt last year | 40.0 | 5.0 | 3.0 | Under 30 |
| 5 | 152.0 | I am a developer by profession | Yes | 30.0 | 16.0 | adult | Monthly | 10000.0 | 121980.0 | Switzerland | Swiss franc | CHF | Redis | Redis | Data scientist or machine learning specialist;Developer, back-end;Developer, front-end;Developer, full-stack | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed full-time | White or of European descent | Man | Languages, frameworks, and other technologies I’d be working with;How widely used or impactful my work output would be;Office environment or company culture | Very satisfied | I’m not actively looking, but I am open to new opportunities | Bash/Shell/PowerShell;C# | Bash/Shell/PowerShell;C#;HTML/CSS;JavaScript;Python;R | .NET Core | .NET;.NET Core | Gitlab | Github;Gitlab | No | Extremely important | Fairly important | None | Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company | Once a year | No | Onboarding? What onboarding? | No | Sometimes: 1-2 days per month but less than weekly | Start a free trial;Ask developers I know/work with | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Visit Stack Overflow;Do other work and come back later | Windows | 2 to 9 employees | Docker;Kubernetes;Linux;Raspberry Pi;Windows | Docker;Kubernetes;Linux;Raspberry Pi;Windows | I have a great deal of influence | Straight / Heterosexual | Yes | No, not really | Less than once per month or monthly | Daily or almost daily | Easy | Appropriate in length | No | Mathematics or statistics | ASP.NET Core | ASP.NET;ASP.NET Core;jQuery;Vue.js | Just as welcome now as I felt last year | 40.0 | 14.0 | 6.0 | Under 30 |
| 6 | 166.0 | I am a developer by profession | Yes | 28.0 | 9.0 | child | Yearly | 45000.0 | 48644.0 | Germany | European Euro | EUR | PostgreSQL | Elasticsearch;MongoDB;Redis | Academic researcher;Data or business analyst;Data scientist or machine learning specialist;Database administrator;Engineer, data;Scientist | Other doctoral degree (Ph.D., Ed.D., etc.) | Employed full-time | White or of European descent | Man | Specific department or team I’d be working on;Financial performance or funding status of the company or organization;Opportunities for professional development | Neither | I am actively looking for a job | Bash/Shell/PowerShell;C++;Python;SQL | Bash/Shell/PowerShell;Python | Pandas;TensorFlow;Teraform;Torch/PyTorch | Pandas | Github;Gitlab | Jira;Github;Slack | Not sure | Somewhat important | Fairly important | Having a bad day (or week or month) at work;Wanting to share accomplishments with a wider network;Curious about other opportunities;Better compensation;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase) | Once every few years | Not sure | Yes | Yes | Sometimes: 1-2 days per month but less than weekly | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers) | Visit Stack Overflow;Panic | Linux-based | 2 to 9 employees | AWS;Google Cloud Platform;Linux;Raspberry Pi | AWS;Docker;Linux | I have a great deal of influence | Straight / Heterosexual | Yes | Yes, somewhat | Less than once per month or monthly | Multiple times per day | Neither easy nor difficult | Appropriate in length | No | A natural science (such as biology, chemistry, physics, etc.) | None | None | Just as welcome now as I felt last year | 40.0 | 15.0 | 6.0 | Under 30 |
| 7 | 170.0 | I am a developer by profession | Yes | 26.0 | 17.0 | adult | Yearly | 130000.0 | 130000.0 | United States | United States dollar | USD | MySQL;PostgreSQL;Redis | Elasticsearch;Firebase;MySQL;PostgreSQL;SQLite | Data scientist or machine learning specialist;Database administrator;Developer, back-end;Developer, front-end;Developer, full-stack;Developer, game or graphics;Developer, mobile;Educator;Engineer, site reliability;Engineering manager;System administrator | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed full-time | White or of European descent | Man | Languages, frameworks, and other technologies I’d be working with;Office environment or company culture;Opportunities for professional development | Very satisfied | I am not interested in new job opportunities | C#;HTML/CSS;JavaScript;PHP;Python;SQL;TypeScript | C#;HTML/CSS;JavaScript;PHP;Python;SQL | .NET;Keras;Node.js;Pandas;React Native;TensorFlow;Torch/PyTorch;Unity 3D;Xamarin | .NET;Keras;Node.js;Pandas;React Native;TensorFlow;Unity 3D | Jira;Github;Gitlab;Microsoft Azure | Github;Gitlab;Facebook Workplace | Yes | Extremely important | Not at all important/not necessary | Having a bad day (or week or month) at work;Wanting to share accomplishments with a wider network;Curious about other opportunities;Better compensation;Trouble with leadership at my company;Better work/life balance;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Read other media like news articles, founder profiles, etc. about the company | Every few months | No | Yes | No | Sometimes: 1-2 days per month but less than weekly | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers) | Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later | Linux-based | 20 to 99 employees | Android;Arduino;AWS;Docker;Kubernetes;Linux;Raspberry Pi;Windows | Android;Arduino;AWS;Docker;Heroku;Linux;Windows | I have a great deal of influence | Straight / Heterosexual | Yes | No, not really | I have never participated in Q&A on Stack Overflow | Daily or almost daily | Easy | Appropriate in length | No | A humanities discipline (such as literature, history, philosophy, etc.) | Django;Express;Flask;jQuery;Laravel;React.js | Django;Express;Flask;jQuery;React.js | Just as welcome now as I felt last year | 45.0 | 4.0 | 2.0 | Under 30 |
| 8 | 187.0 | I am a developer by profession | Yes | 43.0 | 12.0 | child | Yearly | 125000.0 | 94539.0 | Canada | Canadian dollar | CAD | MongoDB;PostgreSQL | Microsoft SQL Server;MongoDB | Data scientist or machine learning specialist;Designer;Developer, back-end;Developer, desktop or enterprise applications;Developer, full-stack | Other doctoral degree (Ph.D., Ed.D., etc.) | Employed full-time | White or of European descent | Man | Industry that I’d be working in;Languages, frameworks, and other technologies I’d be working with;Office environment or company culture | Slightly satisfied | I’m not actively looking, but I am open to new opportunities | Julia | Python;SQL | Pandas | Pandas | Confluence;Jira;Github;Microsoft Teams | Confluence;Jira;Github;Microsoft Teams | Yes | Extremely important | Fairly important | Curious about other opportunities;Better compensation;Growth or leadership opportunities | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind) | Once a year | Not sure | Yes | No | Rarely: 1-2 days per year or less | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers) | Call a coworker or friend;Visit Stack Overflow | Windows | 1,000 to 4,999 employees | Google Cloud Platform;Windows | AWS;Linux;Windows | I have some influence | Straight / Heterosexual | Yes | Neutral | Less than once per month or monthly | Daily or almost daily | Easy | Appropriate in length | No | A natural science (such as biology, chemistry, physics, etc.) | Django;Flask | Django;Flask | A lot less welcome now than last year | 37.5 | 30.0 | 18.0 | At least 30 |
| 9 | 196.0 | I am a developer by profession | Yes | 23.0 | 15.0 | adult | Monthly | 160000.0 | 1920000.0 | United States | United States dollar | USD | DynamoDB;Elasticsearch;MongoDB;MySQL;Oracle;PostgreSQL;Redis | Cassandra;Couchbase;Redis;SQLite | Academic researcher;Data scientist or machine learning specialist;Designer;Developer, back-end;Developer, front-end;Developer, full-stack;DevOps specialist | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed full-time | South Asian | Man | Languages, frameworks, and other technologies I’d be working with;Specific department or team I’d be working on;Opportunities for professional development | Very satisfied | I’m not actively looking, but I am open to new opportunities | Go;HTML/CSS;Java;JavaScript;PHP;Python;R;SQL | Assembly;Bash/Shell/PowerShell;C;C++;Scala | Apache Spark;Hadoop;Keras;Node.js;Pandas;TensorFlow;Teraform;Torch/PyTorch | None | Github;Gitlab;Microsoft Azure;Google Suite (Docs, Meet, etc) | Jira | No | Neutral | Critically important | Curious about other opportunities;Better compensation;Growth or leadership opportunities | Personal network - friends or family;Directly asking current or past employees at the company | Every few months | No | Yes | No | Never | Ask developers I know/work with;Visit developer communities like Stack Overflow | Annoyed | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Visit Stack Overflow;Do other work and come back later | MacOS | 10,000 or more employees | AWS;Docker;Google Cloud Platform;Heroku;Kubernetes;Linux;MacOS;Microsoft Azure;WordPress | Android;Windows | I have some influence | Straight / Heterosexual | Yes | Yes, definitely | Multiple times per day | Multiple times per day | Easy | Too long | No | Computer science, computer engineering, or software engineering | Flask;jQuery;Laravel;React.js | Angular;Angular.js;ASP.NET;ASP.NET Core | Just as welcome now as I felt last year | 40.0 | 8.0 | 3.0 | Under 30 |
Last rows
| respondent | main_branch | hobbyist | age | age_1st_code | age_first_code_cut | comp_freq | comp_total | converted_comp | country | currency_desc | currency_symbol | database_desire_next_year | database_worked_with | dev_type | ed_level | employment | ethnicity | gender | job_factors | job_sat | job_seek | language_desire_next_year | language_worked_with | misc_tech_desire_next_year | misc_tech_worked_with | new_collab_tools_desire_next_year | new_collab_tools_worked_with | new_dev_ops | new_dev_ops_impt | new_ed_impt | new_job_hunt | new_job_hunt_research | new_learn | new_off_topic | new_onboard_good | new_other_comms | new_overtime | new_purchase_research | purple_link | newso_sites | new_stuck | op_sys | org_size | platform_desire_next_year | platform_worked_with | purchase_what | sexuality | so_account | so_comm | so_part_freq | so_visit_freq | survey_ease | survey_length | trans | undergrad_major | webframe_desire_next_year | webframe_worked_with | welcome_change | work_week_hrs | years_code | years_code_pro | age_cat | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2251 | 62608.0 | I am a developer by profession | Yes | 30.0 | 19.0 | adult | Yearly | 155000.0 | 155000.0 | United States | United States dollar | USD | PostgreSQL | Cassandra;Elasticsearch;MongoDB;PostgreSQL;Redis | Data scientist or machine learning specialist;Designer;Developer, back-end;Developer, desktop or enterprise applications;Developer, embedded applications or devices;Developer, front-end;Developer, full-stack;Developer, game or graphics;Developer, mobile;Developer, QA or test;DevOps specialist;Engineer, data;Engineering manager;Product manager;Scientist;Senior executive/VP;System administrator | Some college/university study without earning a degree | Employed full-time | White or of European descent | Man | Diversity of the company or organization;Flex time or a flexible schedule;Remote work options | Very satisfied | I am not interested in new job opportunities | Rust;SQL;Swift;TypeScript | Bash/Shell/PowerShell;C;C++;Go;HTML/CSS;JavaScript;Python;Rust;SQL;Swift;TypeScript | Keras;TensorFlow;Teraform | Keras;Node.js;TensorFlow;Teraform;Unity 3D;Unreal Engine | Github;Gitlab;Slack | Github;Gitlab;Slack | No | Neutral | Somewhat important | Curious about other opportunities;Better compensation;Better work/life balance | Read company media, such as employee blogs or company culture videos;Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Directly asking current or past employees at the company | None | No | Yes | Yes | Often: 1-2 days per week or more | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Research companies that have advertised on sites I visit | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Meditate;Go for a walk or other physical activity | MacOS | 20 to 99 employees | Docker;Google Cloud Platform;iOS;Kubernetes;Linux;MacOS | AWS;Docker;Google Cloud Platform;iOS;Kubernetes;Linux;MacOS | I have a great deal of influence | Straight / Heterosexual | Yes | Yes, somewhat | Less than once per month or monthly | A few times per month or weekly | Easy | Appropriate in length | No | Computer science, computer engineering, or software engineering | None | Express;React.js;Vue.js | Just as welcome now as I felt last year | 40.0 | 10.0 | 10.0 | Under 30 |
| 2252 | 62616.0 | I am a developer by profession | Yes | 30.0 | 19.0 | adult | Yearly | 1560000.0 | 1560000.0 | United States | United States dollar | USD | PostgreSQL | Microsoft SQL Server;Oracle;PostgreSQL | Data scientist or machine learning specialist | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed full-time | White or of European descent | Man | Flex time or a flexible schedule;How widely used or impactful my work output would be;Office environment or company culture | Neither | I’m not actively looking, but I am open to new opportunities | C++;Julia;Python;Rust;SQL | C;C++;Python;Rust;SQL | Apache Spark;Hadoop;TensorFlow;Torch/PyTorch | Apache Spark;Hadoop;TensorFlow;Torch/PyTorch | Github;Slack | Confluence;Github;Slack | Yes | Extremely important | Very important | Having a bad day (or week or month) at work;Curious about other opportunities;Trouble with leadership at my company;Wanting to work with new technologies;Growth or leadership opportunities | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Directly asking current or past employees at the company | Once a year | Not sure | Onboarding? What onboarding? | Yes | Occasionally: 1-2 days per quarter but less than monthly | None | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Meditate;Do other work and come back later | MacOS | 10,000 or more employees | AWS;Docker;Google Cloud Platform;Linux;Microsoft Azure;Raspberry Pi | Docker;Linux;Microsoft Azure;Raspberry Pi;Windows | I have little or no influence | Straight / Heterosexual | No | Neutral | None | Daily or almost daily | Easy | Appropriate in length | No | Mathematics or statistics | None | None | Just as welcome now as I felt last year | 45.0 | 11.0 | 5.0 | Under 30 |
| 2253 | 62617.0 | I am a developer by profession | Yes | 26.0 | 14.0 | adult | Monthly | 10000.0 | 30372.0 | Poland | Polish zloty | PLN | None | Elasticsearch;Redis | Academic researcher;Data scientist or machine learning specialist;Developer, game or graphics;Scientist | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed full-time | White or of European descent | Man | Specific department or team I’d be working on;Office environment or company culture;Opportunities for professional development | Very satisfied | I’m not actively looking, but I am open to new opportunities | Python;Rust | C++;Python;Rust;TypeScript | TensorFlow;Torch/PyTorch | Pandas;TensorFlow;Torch/PyTorch | Github;Gitlab;Microsoft Teams | Confluence;Github;Gitlab;Slack;Microsoft Teams | Yes | Somewhat important | Very important | Wanting to share accomplishments with a wider network;Curious about other opportunities;Better compensation;Wanting to work with new technologies | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company | Once a year | Yes | Yes | Yes | Rarely: 1-2 days per year or less | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Research companies that have advertised on sites I visit | Indifferent | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Call a coworker or friend;Visit Stack Overflow;Watch help / tutorial videos;Do other work and come back later | Linux-based | 20 to 99 employees | Docker;Linux | Android;Docker;Kubernetes;Linux;Windows | I have a great deal of influence | Straight / Heterosexual | Yes | Neutral | A few times per month or weekly | Daily or almost daily | Neither easy nor difficult | Too long | No | Computer science, computer engineering, or software engineering | React.js | Angular;Flask;React.js;Vue.js | Just as welcome now as I felt last year | 40.0 | 10.0 | 5.0 | Under 30 |
| 2254 | 62705.0 | I am a developer by profession | Yes | 24.0 | 18.0 | adult | Yearly | 1800000.0 | 25131.0 | India | Indian rupee | INR | MongoDB;MySQL;PostgreSQL;Redis;SQLite | MongoDB;MySQL;PostgreSQL;Redis;SQLite | Academic researcher;Data or business analyst;Data scientist or machine learning specialist;Database administrator;Developer, back-end;Developer, desktop or enterprise applications;Developer, full-stack;Educator;Engineer, data;Engineer, site reliability;Scientist;System administrator | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed full-time | East Asian | Man | Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Opportunities for professional development | Slightly dissatisfied | I’m not actively looking, but I am open to new opportunities | Assembly;Bash/Shell/PowerShell;C#;C++;Go;HTML/CSS;Java;JavaScript;Kotlin;Perl;Python;R;Ruby;Rust;SQL;TypeScript | Assembly;Bash/Shell/PowerShell;C;C++;HTML/CSS;Java;JavaScript;Python;R;Ruby;Rust;SQL | Ansible;Apache Spark;Chef;Cordova;Hadoop;Keras;Node.js;Pandas;Puppet;React Native;TensorFlow;Teraform;Torch/PyTorch | Node.js;Pandas;Puppet;TensorFlow;Torch/PyTorch | Confluence;Jira;Github;Slack;Trello;Google Suite (Docs, Meet, etc) | Confluence;Jira;Github;Slack;Trello;Google Suite (Docs, Meet, etc) | No | Extremely important | Very important | Curious about other opportunities;Better compensation;Wanting to work with new technologies;Growth or leadership opportunities | Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company | Every few months | Yes | Yes | Yes | Rarely: 1-2 days per year or less | None | Amused | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers);Stack Overflow for Teams (private Q&A for organizations);Stack Overflow Talent (for hiring companies/recruiters);Stack Overflow Advertising (for technology companies) | Visit Stack Overflow;Panic;Watch help / tutorial videos;Do other work and come back later | MacOS | 10,000 or more employees | AWS;Docker;Kubernetes;Linux;MacOS;Raspberry Pi;Windows | AWS;Docker;Kubernetes;Linux;MacOS;Raspberry Pi;Windows | I have little or no influence | Straight / Heterosexual | Yes | No, not at all | Less than once per month or monthly | Multiple times per day | Neither easy nor difficult | Appropriate in length | No | Computer science, computer engineering, or software engineering | Angular;Angular.js;Django;Express;Flask;jQuery;Laravel;React.js;Ruby on Rails;Spring;Vue.js | Django;Flask;jQuery;Spring | Just as welcome now as I felt last year | 40.0 | 7.0 | 3.0 | Under 30 |
| 2255 | 62745.0 | I am a developer by profession | Yes | 24.0 | 14.0 | adult | Yearly | 50000.0 | 64630.0 | United Kingdom | Pound sterling | GBP | Elasticsearch;PostgreSQL;SQLite | MongoDB;PostgreSQL;SQLite | Data scientist or machine learning specialist;Developer, full-stack | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed full-time | White or of European descent | Man | Industry that I’d be working in;Languages, frameworks, and other technologies I’d be working with;Remote work options | Slightly satisfied | I’m not actively looking, but I am open to new opportunities | Bash/Shell/PowerShell;C++;Go;HTML/CSS;Python;Rust | Bash/Shell/PowerShell;Go;HTML/CSS;JavaScript;Python;Rust;SQL;TypeScript | Pandas | Node.js;Pandas | Github;Google Suite (Docs, Meet, etc) | Jira;Github;Gitlab;Slack;Microsoft Azure;Trello;Google Suite (Docs, Meet, etc) | No | Neutral | Fairly important | Curious about other opportunities;Better compensation;Trouble with my teammates;Wanting to work with new technologies;Growth or leadership opportunities;Looking to relocate | Read company media, such as employee blogs or company culture videos;Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company | Every few months | No | No | Yes | Never | Ask developers I know/work with | Annoyed | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Visit another developer community (please name): | Linux-based | 20 to 99 employees | Docker;Linux;MacOS | Docker;Google Cloud Platform;Linux;MacOS;Microsoft Azure | I have a great deal of influence | Straight / Heterosexual | Yes | No, not really | Less than once per month or monthly | Multiple times per day | Easy | Too short | No | Computer science, computer engineering, or software engineering | Flask;Vue.js | Angular;Flask;jQuery;React.js | Somewhat more welcome now than last year | 30.0 | 8.0 | 2.0 | Under 30 |
| 2256 | 62812.0 | I am a developer by profession | Yes | 40.0 | 10.0 | child | Yearly | 145000.0 | 145000.0 | United States | United States dollar | USD | Cassandra;Elasticsearch;MariaDB;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Redis | Cassandra;MariaDB;Microsoft SQL Server;MongoDB;MySQL;Oracle;PostgreSQL;Redis;SQLite | Data or business analyst;Data scientist or machine learning specialist;Database administrator;Designer;Developer, back-end;Developer, desktop or enterprise applications;Developer, front-end;Developer, full-stack;DevOps specialist;Educator;Engineer, data;Engineering manager;System administrator | Associate degree (A.A., A.S., etc.) | Employed full-time | White or of European descent | Man | Flex time or a flexible schedule;Languages, frameworks, and other technologies I’d be working with;Financial performance or funding status of the company or organization | Very satisfied | I am not interested in new job opportunities | Bash/Shell/PowerShell;HTML/CSS;JavaScript;Perl;Python;SQL | Bash/Shell/PowerShell;Go;HTML/CSS;JavaScript;Perl;PHP;Python;R;SQL | Ansible;Apache Spark;Chef;Hadoop;Keras;Pandas;TensorFlow;Teraform;Torch/PyTorch | Ansible;Apache Spark;Chef;Hadoop;Keras;Node.js;Pandas;Puppet;TensorFlow;Teraform;Torch/PyTorch | Confluence;Jira;Github;Gitlab;Slack;Microsoft Teams;Microsoft Azure;Google Suite (Docs, Meet, etc) | Confluence;Jira;Github;Gitlab;Google Suite (Docs, Meet, etc) | Yes | Extremely important | Fairly important | Better compensation;Trouble with my direct manager;Better work/life balance;Growth or leadership opportunities | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company | Once every few years | No | No | Yes | Sometimes: 1-2 days per month but less than weekly | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Research companies that have advertised on sites I visit;Research companies that have emailed me | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Meditate;Visit Stack Overflow;Go for a walk or other physical activity;Watch help / tutorial videos;Do other work and come back later | Linux-based | 10,000 or more employees | Android;AWS;Docker;Google Cloud Platform;IBM Cloud or Watson;Kubernetes;Linux;Microsoft Azure;WordPress | Android;AWS;Docker;Google Cloud Platform;IBM Cloud or Watson;Kubernetes;Linux;WordPress | I have a great deal of influence | Straight / Heterosexual | Yes | No, not really | Less than once per month or monthly | A few times per month or weekly | Easy | Too long | No | Computer science, computer engineering, or software engineering | Flask;jQuery | Angular;Angular.js;Flask;jQuery;React.js | Somewhat less welcome now than last year | 50.0 | 30.0 | 20.0 | At least 30 |
| 2257 | 62835.0 | I am a developer by profession | Yes | 23.0 | 9.0 | child | Monthly | 180000.0 | 33972.0 | Russian Federation | Russian ruble | RUB | Cassandra;PostgreSQL;Redis | PostgreSQL;Redis | Data scientist or machine learning specialist;Developer, back-end;Engineering manager | Bachelor’s degree (B.A., B.S., B.Eng., etc.) | Employed full-time | White or of European descent | Man | Industry that I’d be working in;Specific department or team I’d be working on;Opportunities for professional development | Very satisfied | I am not interested in new job opportunities | C#;Haskell;Rust;Scala;SQL | Bash/Shell/PowerShell;C;C#;C++;Go;Haskell;Kotlin;Python;Scala;SQL | .NET Core;Apache Spark;Keras;TensorFlow;Torch/PyTorch | .NET Core;Keras;TensorFlow | Github;Gitlab;Google Suite (Docs, Meet, etc) | Confluence;Jira;Github;Gitlab;Slack | Yes | Extremely important | Somewhat important | Curious about other opportunities | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company | Every few months | No | Yes | Yes | Often: 1-2 days per week or more | Start a free trial;Ask developers I know/work with;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers);Stack Overflow for Teams (private Q&A for organizations) | Call a coworker or friend;Visit Stack Overflow | MacOS | 100 to 499 employees | Docker;Kubernetes | Docker;Kubernetes;Slack Apps and Integrations | I have a great deal of influence | Straight / Heterosexual | Yes | Yes, somewhat | I have never participated in Q&A on Stack Overflow | A few times per month or weekly | Easy | Too short | No | Computer science, computer engineering, or software engineering | ASP.NET Core | ASP.NET Core;Flask | Just as welcome now as I felt last year | 60.0 | 8.0 | 3.0 | Under 30 |
| 2258 | 62837.0 | I am a developer by profession | Yes | 27.0 | 8.0 | child | Monthly | 7500.0 | 97284.0 | Germany | European Euro | EUR | None | None | Data scientist or machine learning specialist;Developer, back-end | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed full-time | White or of European descent | Man | Languages, frameworks, and other technologies I’d be working with;Specific department or team I’d be working on;Office environment or company culture | Very satisfied | I’m not actively looking, but I am open to new opportunities | Assembly;Haskell;Rust | C++;Python;Rust | Torch/PyTorch | None | Github;Google Suite (Docs, Meet, etc) | Jira;Github;Slack;Google Suite (Docs, Meet, etc);Stack Overflow for Teams | Yes | Somewhat important | Somewhat important | None | Read company media, such as employee blogs or company culture videos;Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company | Every few months | No | Yes | None | Sometimes: 1-2 days per month but less than weekly | None | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow Jobs (for job seekers);Stack Overflow for Teams (private Q&A for organizations) | Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Do other work and come back later | Linux-based | 500 to 999 employees | AWS;Docker;Kubernetes;Linux | AWS;Docker;Linux | I have little or no influence | Straight / Heterosexual | Yes | Yes, somewhat | Less than once per month or monthly | Daily or almost daily | Easy | Appropriate in length | No | Mathematics or statistics | None | None | Just as welcome now as I felt last year | 42.0 | 12.0 | 2.0 | Under 30 |
| 2259 | 62867.0 | I am not primarily a developer, but I write code sometimes as part of my work | Yes | 33.0 | 13.0 | child | Monthly | 6000.0 | 72000.0 | Panama | United States dollar | USD | None | MariaDB;Microsoft SQL Server;MongoDB;SQLite | Data or business analyst;Data scientist or machine learning specialist;Engineering manager | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed full-time | Hispanic or Latino/a/x | Man | How widely used or impactful my work output would be;Office environment or company culture;Opportunities for professional development | Very satisfied | I’m not actively looking, but I am open to new opportunities | Python;R;Ruby | JavaScript;Python;SQL | React Native;TensorFlow | Node.js;Pandas | Jira;Gitlab;Slack | Github;Microsoft Teams;Trello | Not sure | Extremely important | Somewhat important | Curious about other opportunities;Better compensation | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind);Publicly available financial information (e.g. Crunchbase);Personal network - friends or family;Read other media like news articles, founder profiles, etc. about the company;Directly asking current or past employees at the company | Once every few years | Not sure | Yes | Yes | Often: 1-2 days per week or more | Start a free trial;Ask developers I know/work with;Research companies that have emailed me | Hello, old friend | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics) | Meditate;Play games;Call a coworker or friend;Visit Stack Overflow;Go for a walk or other physical activity;Panic;Watch help / tutorial videos;Do other work and come back later;Visit another developer community (please name): | Windows | 10,000 or more employees | None | AWS;Google Cloud Platform;Windows | I have some influence | Straight / Heterosexual | Yes | Neutral | I have never participated in Q&A on Stack Overflow | Daily or almost daily | Neither easy nor difficult | Too long | No | Another engineering discipline (such as civil, electrical, mechanical, etc.) | None | Django;React.js | A lot less welcome now than last year | 45.0 | 15.0 | 2.0 | At least 30 |
| 2260 | 62882.0 | I am a developer by profession | Yes | 28.0 | 13.0 | child | Yearly | 180000.0 | 180000.0 | United States | United States dollar | USD | Cassandra;PostgreSQL;Redis | DynamoDB;Elasticsearch;MariaDB;MongoDB;MySQL;Oracle;PostgreSQL;Redis;SQLite | Data scientist or machine learning specialist;Developer, back-end;Developer, front-end;Developer, full-stack | Master’s degree (M.A., M.S., M.Eng., MBA, etc.) | Employed full-time | South Asian | Man | Languages, frameworks, and other technologies I’d be working with;Specific department or team I’d be working on;Financial performance or funding status of the company or organization | Very satisfied | I am not interested in new job opportunities | JavaScript;Python;Scala;TypeScript | Bash/Shell/PowerShell;C;C++;JavaScript;Python | Apache Spark;Hadoop;Node.js;Pandas;Torch/PyTorch | None | Confluence;Github;Slack;Stack Overflow for Teams | Confluence;Jira;Github;Slack;Microsoft Teams;Stack Overflow for Teams | No | Extremely important | Critically important | Better compensation | Read company media, such as employee blogs or company culture videos;Company reviews from third party sites (e.g. Glassdoor, Blind) | Every few months | None | Yes | No | Rarely: 1-2 days per year or less | Start a free trial;Visit developer communities like Stack Overflow;Read ratings or reviews on third party sites like G2Crowd;Research companies that have advertised on sites I visit | Annoyed | Stack Overflow (public Q&A for anyone who codes);Stack Exchange (public Q&A for a variety of topics);Stack Overflow for Teams (private Q&A for organizations) | Visit Stack Overflow;Watch help / tutorial videos | MacOS | 10,000 or more employees | Docker;Heroku;Kubernetes;MacOS;Microsoft Azure;Slack Apps and Integrations | Android;AWS;Docker;Heroku;IBM Cloud or Watson;Linux;MacOS;Slack Apps and Integrations;Windows;WordPress | I have some influence | Straight / Heterosexual | Yes | Yes, somewhat | A few times per month or weekly | Daily or almost daily | Easy | Appropriate in length | No | Computer science, computer engineering, or software engineering | Angular;Express;Flask;React.js | Angular;Angular.js;Django;Drupal;Express;Flask | Just as welcome now as I felt last year | 40.0 | 11.0 | 5.0 | Under 30 |